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1. Robust RF Data Normalization for Deep Learning

Author

Sharifzadeh, Mostafa, Benali, Habib, and Rivaz, Hassan

Subjects
Electrical Engineering and Systems Science - Image and Video Processing, Electrical Engineering and Systems Science - Signal Processing
Abstract

Radio frequency (RF) data contain richer information compared to other data types, such as envelope or B-mode, and employing RF data for training deep neural networks has attracted growing interest in ultrasound image processing. However, RF data is highly fluctuating and additionally has a high dynamic range. Most previous studies in the literature have relied on conventional data normalization, which has been adopted within the computer vision community. We demonstrate the inadequacy of those techniques for normalizing RF data and propose that individual standardization of each image substantially enhances the performance of deep neural networks by utilizing the data more efficiently. We compare conventional and proposed normalizations in a phase aberration correction task and illustrate how the former enhances the generality of trained models.

Published
2023

2. Frequency-Space Prediction Filtering for Phase Aberration Correction in Plane-Wave Ultrasound

Author

Sharifzadeh, Mostafa, Benali, Habib, and Rivaz, Hassan

Subjects
Electrical Engineering and Systems Science - Image and Video Processing, Electrical Engineering and Systems Science - Signal Processing
Abstract

Ultrasound imaging often suffers from image degradation stemming from phase aberration, which represents a significant contributing factor to the overall image degradation in ultrasound imaging. Frequency-space prediction filtering or FXPF is a technique that has been applied within focused ultrasound imaging to alleviate the phase aberration effect. It presupposes the existence of an autoregressive (AR) model across the signals received at the transducer elements and removes any components that do not conform to the established model. In this study, we illustrate the challenge of applying this technique to plane-wave imaging, where, at shallower depths, signals from more distant elements lose relevance, and a fewer number of elements contribute to image reconstruction. While the number of contributing signals varies, adopting a fixed-order AR model across all depths, results in suboptimal performance. To address this challenge, we propose an AR model with an adaptive order and quantify its effectiveness using contrast and generalized contrast-to-noise ratio metrics.

Published
2023

3. Mitigating Aberration-Induced Noise: A Deep Learning-Based Aberration-to-Aberration Approach

Author

Sharifzadeh, Mostafa, Goudarzi, Sobhan, Tang, An, Benali, Habib, and Rivaz, Hassan

Subjects
Electrical Engineering and Systems Science - Image and Video Processing, Electrical Engineering and Systems Science - Signal Processing
Abstract

One of the primary sources of suboptimal image quality in ultrasound imaging is phase aberration. It is caused by spatial changes in sound speed over a heterogeneous medium, which disturbs the transmitted waves and prevents coherent summation of echo signals. Obtaining non-aberrated ground truths in real-world scenarios can be extremely challenging, if not impossible. This challenge hinders the performance of deep learning-based techniques due to the domain shift between simulated and experimental data. Here, for the first time, we propose a deep learning-based method that does not require ground truth to correct the phase aberration problem and, as such, can be directly trained on real data. We train a network wherein both the input and target output are randomly aberrated radio frequency (RF) data. Moreover, we demonstrate that a conventional loss function such as mean square error is inadequate for training such a network to achieve optimal performance. Instead, we propose an adaptive mixed loss function that employs both B-mode and RF data, resulting in more efficient convergence and enhanced performance. Finally, we publicly release our dataset, comprising over 180,000 aberrated single plane-wave images (RF data), wherein phase aberrations are modeled as near-field phase screens. Although not utilized in the proposed method, each aberrated image is paired with its corresponding aberration profile and the non-aberrated version, aiming to mitigate the data scarcity problem in developing deep learning-based techniques for phase aberration correction., Comment: arXiv admin note: text overlap with arXiv:2303.05747

Published
2023
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4. Topology and spectral interconnectivities of higher-order multilayer networks

Author

Moutuou, Elkaïoum M., Ali, Obaï B. K., and Benali, Habib

Subjects
Mathematics - Algebraic Topology, Computer Science - Social and Information Networks, Mathematics - Spectral Theory, Physics - Physics and Society
Abstract

Multilayer networks have permeated all the sciences as a powerful mathematical abstraction for interdependent heterogenous complex systems such as multimodal brain connectomes, transportation, ecological systems, and scientific collaboration. But describing such systems through a purely graph-theoretic formalism presupposes that the interactions that define the underlying infrastructures and support their functions are only pairwise-based; a strong assumption likely leading to oversimplifications. Indeed, most interdependent systems intrinsically involve higher-order intra- and inter-layer interactions. For instance, ecological systems involve interactions among groups within and in-between species, collaborations and citations link teams of coauthors to articles and vice versa, interactions might exist among groups of friends from different social networks, etc. While higher-order interactions have been studied for monolayer systems through the language of simplicial complexes and hypergraphs, a broad and systematic formalism incorporating them into the realm of multilayer systems is still lacking. Here, we introduce the concept of crossimplicial multicomplexes as a general formalism for modelling interdependent systems involving higher-order intra- and inter-layer connections. Subsequently, we introduce cross-homology and its spectral counterpart, the cross-Laplacian operators, to establish a rigorous mathematical framework for quantifying global and local intra- and inter-layer topological structures in such systems. When applied to multilayer networks, these cross-Laplacians provide powerful methods for detecting clusters in one layer that are controlled by hubs in another layer. We call such hubs spectral cross-hubs and define spectral persistence as a way to rank them according to their emergence along the cross-Laplacian spectra.

Published
2023

5. Phase Aberration Correction without Reference Data: An Adaptive Mixed Loss Deep Learning Approach

Author

Sharifzadeh, Mostafa, Benali, Habib, and Rivaz, Hassan

Subjects
Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Machine Learning, Electrical Engineering and Systems Science - Signal Processing
Abstract

Phase aberration is one of the primary sources of image quality degradation in ultrasound, which is induced by spatial variations in sound speed across the heterogeneous medium. This effect disrupts transmitted waves and prevents coherent summation of echo signals, resulting in suboptimal image quality. In real experiments, obtaining non-aberrated ground truths can be extremely challenging, if not infeasible. It hinders the performance of deep learning-based phase aberration correction techniques due to sole reliance on simulated data and the presence of domain shift between simulated and experimental data. Here, for the first time, we propose a deep learning-based method that does not require reference data to compensate for the phase aberration effect. We train a network wherein both input and target output are randomly aberrated radio frequency (RF) data. Moreover, we demonstrate that a conventional loss function such as mean square error is inadequate for training the network to achieve optimal performance. Instead, we propose an adaptive mixed loss function that employs both B-mode and RF data, resulting in more efficient convergence and enhanced performance. Source code is available at \url{http://code.sonography.ai}.

Published
2023

6. DF-SSmVEP: Dual Frequency Aggregated Steady-State Motion Visual Evoked Potential Design with Bifold Canonical Correlation Analysis

Author

Karimi, Raika, Mohammadi, Arash, Asif, Amir, and Benali, Habib

Subjects
Electrical Engineering and Systems Science - Signal Processing, Computer Science - Human-Computer Interaction
Abstract

Recent advancements in Electroencephalography (EEG) sensor technologies and signal processing algorithms have paved the way for further evolution of Brain Computer Interfaces (BCI). When it comes to Signal Processing (SP) for BCI, there has been a surge of interest on Steady-State motion-Visual Evoked Potentials (SSmVEP), where motion stimulation is utilized to address key issues associated with conventional light-flashing/flickering. Such benefits, however, come with the price of having less accuracy and less Information Transfer Rate (ITR). In this regard, the paper focuses on the design of a novel SSmVEP paradigm without using resources such as trial time, phase, and/or number of targets to enhance the ITR. The proposed design is based on the intuitively pleasing idea of integrating more than one motion within a single SSmVEP target stimuli, simultaneously. To elicit SSmVEP, we designed a novel and innovative dual frequency aggregated modulation paradigm, referred to as the Dual Frequency Aggregated steady-state motion Visual Evoked Potential (DF-SSmVEP), by concurrently integrating "Radial Zoom" and "Rotation" motions in a single target without increasing the trial length. Compared to conventional SSmVEPs, the proposed DF-SSmVEP framework consists of two motion modes integrated and shown simultaneously each modulated by a specific target frequency. The paper also develops a specific unsupervised classification model, referred to as the Bifold Canonical Correlation Analysis (BCCA), based on two motion frequencies per target. The proposed DF-SSmVEP is evaluated based on a real EEG dataset and the results corroborate its superiority. The proposed DF-SSmVEP outperforms its counterparts and achieved an average ITR of 30.7 +/- 1.97 and an average accuracy of 92.5 +/- 2.04.

Published
2022

7. An Ultra-Fast Method for Simulation of Realistic Ultrasound Images

Author

Sharifzadeh, Mostafa, Benali, Habib, and Rivaz, Hassan

Subjects
Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition
Abstract

Convolutional neural networks (CNNs) have attracted a rapidly growing interest in a variety of different processing tasks in the medical ultrasound community. However, the performance of CNNs is highly reliant on both the amount and fidelity of the training data. Therefore, scarce data is almost always a concern, particularly in the medical field, where clinical data is not easily accessible. The utilization of synthetic data is a popular approach to address this challenge. However, but simulating a large number of images using packages such as Field II is time-consuming, and the distribution of simulated images is far from that of the real images. Herein, we introduce a novel ultra-fast ultrasound image simulation method based on the Fourier transform and evaluate its performance in a lesion segmentation task. We demonstrate that data augmentation using the images generated by the proposed method substantially outperforms Field II in terms of Dice similarity coefficient, while the simulation is almost 36000 times faster (both on CPU)., Comment: arXiv admin note: text overlap with arXiv:2109.09969

Published
2021

8. Ultrasound Domain Adaptation Using Frequency Domain Analysis

Author

Sharifzadeh, Mostafa, Tehrani, Ali K. Z., Benali, Habib, and Rivaz, Hassan

Subjects
Electrical Engineering and Systems Science - Image and Video Processing
Abstract

A common issue in exploiting simulated ultrasound data for training neural networks is the domain shift problem, where the trained models on synthetic data are not generalizable to clinical data. Recently, Fourier Domain Adaptation (FDA) has been proposed in the field of computer vision to tackle the domain shift problem by replacing the magnitude of the low-frequency spectrum of a synthetic sample (source) with a real sample (target). This method is attractive in ultrasound imaging given that two important differences between synthetic and real ultrasound data are caused by unknown values of attenuation and speed of sound (SOS) in real tissues. Attenuation leads to slow variations in the amplitude of the B-mode image, and SOS mismatch creates aberration and subsequent blurring. As such, both domain shifts cause differences in the low-frequency components of the envelope data, which are replaced in the proposed method. We demonstrate that applying the FDA method to the synthetic data, simulated by Field II, obtains an 3.5\% higher Dice similarity coefficient for a breast lesion segmentation task.

Published
2021

9. A genome-wide association study of outcome from traumatic brain injury

Author

Kals, Mart, Kunzmann, Kevin, Parodi, Livia, Radmanesh, Farid, Wilson, Lindsay, Izzy, Saef, Anderson, Christopher D, Puccio, Ava M, Okonkwo, David O, Temkin, Nancy, Steyerberg, Ewout W, Stein, Murray B, Manley, Geoff T, Maas, Andrew IR, Richardson, Sylvia, Diaz-Arrastia, Ramon, Palotie, Aarno, Ripatti, Samuli, Rosand, Jonathan, Menon, David K, Åkerlund, Cecilia, Amrein, Krisztina, Andelic, Nada, Andreassen, Lasse, Anke, Audny, Antoni, Anna, Audibert, Gérard, Azouvi, Philippe, Azzolini, Maria Luisa, Bartels, Ronald, Barzó, Pál, Beauvais, Romuald, Beer, Ronny, Bellander, Bo-Michael, Belli, Antonio, Benali, Habib, Berardino, Maurizio, Beretta, Luigi, Blaabjerg, Morten, Bragge, Peter, Brazinova, Alexandra, Brinck, Vibeke, Brooker, Joanne, Brorsson, Camilla, Buki, Andras, Bullinger, Monika, Cabeleira, Manuel, Caccioppola, Alessio, Calappi, Emiliana, Calvi, Maria Rosa, Cameron, Peter, Lozano, Guillermo Carbayo, Carbonara, Marco, Cavallo, Simona, Chevallard, Giorgio, Chieregato, Arturo, Citerio, Giuseppe, Clusmann, Hans, Coburn, Mark, Coles, Jonathan P, Cooper, Jamie D, Correia, Marta, Čović, Amra, Curry, Nicola, Czeiter, Endre, Czosnyka, Marek, DahyotFizelier, Claire, Dark, Paul, Dawes, Helen, De Keyser, Véronique, Degos, Vincent, Corte, Francesco Della, Boogert, Hugo den, Depreitere, Bart, Đilvesi, Đula, Dixit, Abhishek, Donoghue, Emma, Dreier, Jens, Dulière, GuyLoup, Ercole, Ari, Esser, Patrick, Ezer, Erzsébet, Fabricius, Martin, Feigin, Valery L, Foks, Kelly, Frisvold, Shirin, Furmanov, Alex, Gagliardo, Pablo, Galanaud, Damien, Gantner, Dashiell, Gao, Guoyi, George, Pradeep, Ghuysen, Alexandre, Giga, Lelde, Glocker, Ben, Golubovic, Jagoš, Gomez, Pedro A, Gratz, Johannes, Gravesteijn, Benjamin, and Grossi, Francesca

Subjects
Epidemiology, Health Sciences, Traumatic Head and Spine Injury, Genetics, Physical Injury - Accidents and Adverse Effects, Neurosciences, Brain Disorders, Human Genome, Traumatic Brain Injury (TBI), Aetiology, 2.1 Biological and endogenous factors, Good Health and Well Being, Brain Injuries, Traumatic, Genome-Wide Association Study, Humans, Mannose-Binding Lectin, Prospective Studies, Transcriptome, Traumatic brain injury, Genome-Wide association study, Outcome, Recovery, Consortia, Genetic Associations In Neurotrauma (GAIN) Consortium, Clinical Sciences, Public Health and Health Services, Clinical sciences
Abstract

BackgroundFactors such as age, pre-injury health, and injury severity, account for less than 35% of outcome variability in traumatic brain injury (TBI). While some residual outcome variability may be attributable to genetic factors, published candidate gene association studies have often been underpowered and subject to publication bias.MethodsWe performed the first genome- and transcriptome-wide association studies (GWAS, TWAS) of genetic effects on outcome in TBI. The study population consisted of 5268 patients from prospective European and US studies, who attended hospital within 24 h of TBI, and satisfied local protocols for computed tomography.FindingsThe estimated heritability of TBI outcome was 0·26. GWAS revealed no genetic variants with genome-wide significance (p < 5 × 10-8), but identified 83 variants in 13 independent loci which met a lower pre-specified sub-genomic statistical threshold (p < 10-5). Similarly, none of the genes tested in TWAS met tissue-wide significance. An exploratory analysis of 75 published candidate variants associated with 28 genes revealed one replicable variant (rs1800450 in the MBL2 gene) which retained significance after correction for multiple comparison (p = 5·24 × 10-4).InterpretationWhile multiple novel loci reached less stringent thresholds, none achieved genome-wide significance. The overall heritability estimate, however, is consistent with the hypothesis that common genetic variation substantially contributes to inter-individual variability in TBI outcome. The meta-analytic approach to the GWAS and the availability of summary data allows for a continuous extension with additional cohorts as data becomes available.FundingA full list of funding bodies that contributed to this study can be found in the Acknowledgements section.

Published
2022

10. Investigating Shift-Variance of Convolutional Neural Networks in Ultrasound Image Segmentation

Author

Sharifzadeh, Mostafa, Benali, Habib, and Rivaz, Hassan

Subjects
Electrical Engineering and Systems Science - Image and Video Processing
Abstract

While accuracy is an evident criterion for ultrasound image segmentation, output consistency across different tests is equally crucial for tracking changes in regions of interest in applications such as monitoring the patients' response to treatment, measuring the progression or regression of the disease, reaching a diagnosis, or treatment planning. Convolutional neural networks (CNNs) have attracted rapidly growing interest in automatic ultrasound image segmentation recently. However, CNNs are not shift-equivariant, meaning that if the input translates, e.g., in the lateral direction by one pixel, the output segmentation may drastically change. To the best of our knowledge, this problem has not been studied in ultrasound image segmentation or even more broadly in ultrasound images. Herein, we investigate and quantify the shift-variance problem of CNNs in this application and further evaluate the performance of a recently published technique, called BlurPooling, for addressing the problem. In addition, we propose the Pyramidal BlurPooling method that outperforms BlurPooling in both output consistency and segmentation accuracy. Finally, we demonstrate that data augmentation is not a replacement for the proposed method. Source code is available at https://git.io/pbpunet and http://code.sonography.ai.

Published
2021
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12. Clinical descriptors of disease trajectories in patients with traumatic brain injury in the intensive care unit (CENTER-TBI): a multicentre observational cohort study

Author

Åkerlund, Cecilia, Amrein, Krisztina, Andelic, Nada, Andreassen, Lasse, Anke, Audny, Antoni, Anna, Audibert, Gérard, Azouvi, Philippe, Azzolini, Maria Luisa, Bartels, Ronald, Barzó, Pál, Beauvais, Romuald, Beer, Ronny, Bellander, Bo-Michael, Belli, Antonio, Benali, Habib, Berardino, Maurizio, Beretta, Luigi, Blaabjerg, Morten, Bragge, Peter, Brazinova, Alexandra, Brinck, Vibeke, Brooker, Joanne, Brorsson, Camilla, Buki, Andras, Bullinger, Monika, Cabeleira, Manuel, Caccioppola, Alessio, Calappi, Emiliana, Calvi, Maria Rosa, Cameron, Peter, Carbayo Lozano, Guillermo, Carbonara, Marco, Cavallo, Simona, Chevallard, Giorgio, Chieregato, Arturo, Citerio, Giuseppe, Clusmann, Hans, Coburn, Mark, Coles, Jonathan, Cooper, Jamie D., Correia, Marta, Čović, Amra, Curry, Nicola, Czeiter, Endre, Czosnyka, Marek, DahyotFizelier, Claire, Dark, Paul, Dawes, Helen, De Keyser, Véronique, Degos, Vincent, Della Corte, Francesco, den Boogert, Hugo, Depreitere, Bart, Đilvesi, Đula, Dixit, Abhishek, Donoghue, Emma, Dreier, Jens, Dulière, GuyLoup, Ercole, Ari, Esser, Patrick, Ezer, Erzsébet, Fabricius, Martin, Feigin, Valery L., Foks, Kelly, Frisvold, Shirin, Furmanov, Alex, Gagliardo, Pablo, Galanaud, Damien, Gantner, Dashiell, Gao, Guoyi, George, Pradeep, Ghuysen, Alexandre, Giga, Lelde, Glocker, Ben, Golubovic, Jagoš, Gomez, Pedro A., Gratz, Johannes, Gravesteijn, Benjamin, Grossi, Francesca, Gruen, Russell L., Gupta, Deepak, Haagsma, Juanita A., Haitsma, Iain, Helbok, Raimund, Helseth, Eirik, Horton, Lindsay, Huijben, Jilske, Hutchinson, Peter J., Jacobs, Bram, Jankowski, Stefan, Jarrett, Mike, Jiang, Jiyao, Johnson, Faye, Jones, Kelly, Karan, Mladen, Kolias, Angelos G., Kompanje, Erwin, Kondziella, Daniel, Kornaropoulos, Evgenios, Koskinen, LarsOwe, Kovács, Noémi, Kowark, Ana, Lagares, Alfonso, Lanyon, Linda, Laureys, Steven, Lecky, Fiona, Ledoux, Didier, Lefering, Rolf, Legrand, Valerie, Lejeune, Aurelie, Levi, Leon, Lightfoot, Roger, Lingsma, Hester, Maas, Andrew I.R., CastañoLeón, Ana M., Maegele, Marc, Majdan, Marek, Manara, Alex, Manley, Geoffrey, Martino, Costanza, Maréchal, Hugues, Mattern, Julia, McMahon, Catherine, Melegh, Béla, Menon, David, Menovsky, Tomas, Mikolic, Ana, Misset, Benoit, Muraleedharan, Visakh, Murray, Lynnette, Negru, Ancuta, Nelson, David, Newcombe, Virginia, Nieboer, Daan, Nyirádi, József, Olubukola, Otesile, Oresic, Matej, Ortolano, Fabrizio, Palotie, Aarno, Parizel, Paul M., Payen, JeanFrançois, Perera, Natascha, Perlbarg, Vincent, Persona, Paolo, Peul, Wilco, Piippo-Karjalainen, Anna, Pirinen, Matti, Pisica, Dana, Ples, Horia, Polinder, Suzanne, Pomposo, Inigo, Posti, Jussi P., Puybasset, Louis, Radoi, Andreea, Ragauskas, Arminas, Raj, Rahul, Rambadagalla, Malinka, Retel Helmrich, Isabel, Rhodes, Jonathan, Richardson, Sylvia, Richter, Sophie, Ripatti, Samuli, Rocka, Saulius, Roe, Cecilie, Roise, Olav, Rosand, Jonathan, Rosenfeld, Jeffrey V., Rosenlund, Christina, Rosenthal, Guy, Rossaint, Rolf, Rossi, Sandra, Rueckert, Daniel, Rusnák, Martin, Sahuquillo, Juan, Sakowitz, Oliver, SanchezPorras, Renan, Sandor, Janos, Schäfer, Nadine, Schmidt, Silke, Schoechl, Herbert, Schoonman, Guus, Schou, Rico Frederik, Schwendenwein, Elisabeth, Sewalt, Charlie, Singh, Ranjit D., Skandsen, Toril, Smielewski, Peter, Sorinola, Abayomi, Stamatakis, Emmanuel, Stanworth, Simon, Stevens, Robert, Stewart, William, Steyerberg, Ewout W., Stocchetti, Nino, Sundström, Nina, Takala, Riikka, Tamás, Viktória, Tamosuitis, Tomas, Taylor, Mark Steven, Ao, Braden Te, Tenovuo, Olli, Theadom, Alice, Thomas, Matt, Tibboel, Dick, Timmers, Marjolein, Tolias, Christos, Trapani, Tony, Tudora, Cristina Maria, Unterberg, Andreas, Vajkoczy, Peter, Vallance, Shirley, Valeinis, Egils, Vámos, Zoltán, van der Jagt, Mathieu, Van der Steen, Gregory, van der Naalt, Joukje, van Dijck, Jeroen T.J.M., van Erp, Inge A.M., van Essen, Thomas A., Van Hecke, Wim, van Heugten, Caroline, Van Praag, Dominique, van Veen, Ernest, Vande Vyvere, Thijs, van Wijk, Roel P.J., Vargiolu, Alessia, Vega, Emmanuel, Velt, Kimberley, Verheyden, Jan, Vespa, Paul M., Vik, Anne, Vilcinis, Rimantas, Volovici, Victor, von Steinbüchel, Nicole, Voormolen, Daphne, Vulekovic, Petar, Wang, Kevin K.W., Whitehouse, Daniel, Wiegers, Eveline, Williams, Guy, Wilson, Lindsay, Winzeck, Stefan, Wolf, Stefan, Yang, Zhihui, Ylén, Peter, Younsi, Alexander, Zeiler, Frederick A., Zelinkova, Veronika, Ziverte, Agate, Zoerle, Tommaso, Åkerlund, Cecilia A I, Holst, Anders, Bhattacharyay, Shubhayu, Steyerberg, Ewout, Menon, David K, and Nelson, David W

Published
2024
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13. Biomarkers for Traumatic Brain Injury: Data Standards and Statistical Considerations

Author

Huie, J Russell, Mondello, Stefania, Lindsell, Christopher J, Antiga, Luca, Yuh, Esther L, Zanier, Elisa R, Masson, Serge, Rosario, Bedda L, Ferguson, Adam R, Adeoye, Opeolu, Badjatia, Neeraj, Boase, Kim, Bodien, Yelena, Bullock, M Ross, Chesnut, Randall, Corrigan, John D, Crawford, Karen, Diaz-Arrastia, Ramon, Dikmen, Sureyya, Duhaime, Ann-Christine, Ellenbogen, Richard, Feeser, V Ramana, Foreman, Brandon, Gardner, Raquel, Gaudette, Etienne, Giacino, Joseph, Goldman, Dana, Gonzalez, Luis, Gopinath, Shankar, Gullapalli, Rao, Hemphill, J Claude, Hotz, Gillian, Jain, Sonia, Korley, Frederick, Kramer, Joel, Kreitzer, Natalie, Levin, Harvey, Machamer, Joan, Madden, Christopher, Manley, Geoffrey T, Martin, Alastair, McAllister, Thomas, McCrea, Michael, Merchant, Randall, Mukherjee, Pratik, Nelson, Lindsay, Ngwenya, Laura B, Noel, Florence, Okonkwo, David, Perl, Daniel, Puccio, Ava, Rabinowitz, Miri, Robertson, Claudia, Rosand, Jonathan, Sander, Angelle, Schnyer, David, Seabury, Seth, Stein, Murray, Taylor, Sabrina, Temkin, Nancy, Toga, Arthur, Valadka, Alex, Vassar, Mary, Vespa, Paul, Wang, Kevin, Yue, John K, Zafonte, Ross, Ackerlund, Cecilia, Adams, Hadie, Agnoletti, Vanni, Allanson, Judith, Amrein, Krisztina, Andaluz, Norberto, Andelic, Nada, Andreassen, Lasse, Anke, Audny, Antun, Azasevac, Antoni, Anna, Ardon, Hilko, Auslands, Kaspars, Azouvi, Philippe, Luisa Azzolini, Maria, Baciu, Camelia, Badenes, Rafael, Bartels, Ronald, Barzó, Pál, Bauerfeind, Ursula, Beauvais, Romuald, Beer, Ronny, Belda, Francisco Javier, Bellander, Bo Michael, Belli, Antonio, Bellier, Rémy, Benali, Habib, Benard, Thierry, Berardino, Maurizio, Beretta, Luigi, Beynon, Christopher, Bilotta, Federico, and Binder, Harald

Subjects
Traumatic Head and Spine Injury, Traumatic Brain Injury (TBI), Neurosciences, Physical Injury - Accidents and Adverse Effects, Brain Disorders, Injuries and accidents, Good Health and Well Being, Biomarkers, Brain Injuries, Traumatic, Common Data Elements, Data Interpretation, Statistical, Humans, Information Dissemination, Reference Standards, biomarkers, data sharing, traumatic brain injury, Transforming Research and Clinical Knowledge in Traumatic Brain Injury (TRACK-TBI) Investigators, The Transforming Research and Clinical Knowledge in Traumatic Brain Injury (TRACK-TBI) Investigators, Collaborative European NeuroTrauma Effectiveness Research in Traumatic Brain Injury (CENTER-TBI) Participants and Investigators, Collaborative European NeuroTrauma Effectiveness Research in Traumatic Brain Injury (CENTER-TBI) Participants and Investigators, Clinical Sciences, Neurology & Neurosurgery
Abstract

Recent biomarker innovations hold potential for transforming diagnosis, prognostic modeling, and precision therapeutic targeting of traumatic brain injury (TBI). However, many biomarkers, including brain imaging, genomics, and proteomics, involve vast quantities of high-throughput and high-content data. Management, curation, analysis, and evidence synthesis of these data are not trivial tasks. In this review, we discuss data management concepts and statistical and data sharing strategies when dealing with biomarker data in the context of TBI research. We propose that application of biomarkers involves three distinct steps-discovery, evaluation, and evidence synthesis. First, complex/big data has to be reduced to useful data elements at the stage of biomarker discovery. Second, inferential statistical approaches must be applied to these biomarker data elements for assessment of biomarker clinical utility and validity. Last, synthesis of relevant research is required to support practice guidelines and enable health decisions informed by the highest quality, up-to-date evidence available. We focus our discussion around recent experiences from the International Traumatic Brain Injury Research (InTBIR) initiative, with a specific focus on four major clinical projects (Transforming Research and Clinical Knowledge in TBI, Collaborative European NeuroTrauma Effectiveness Research in TBI, Collaborative Research on Acute Traumatic Brain Injury in Intensive Care Medicine in Europe, and Approaches and Decisions in Acute Pediatric TBI Trial), which are currently enrolling subjects in North America and Europe. We discuss common data elements, data collection efforts, data-sharing opportunities, and challenges, as well as examine the statistical techniques required to realize successful adoption and use of biomarkers in the clinic as a foundation for precision medicine in TBI.

Published
2021

15. X-vectors: New Quantitative Biomarkers for Early Parkinson's Disease Detection from Speech

Author

Jeancolas, Laetitia, Petrovska-Delacrétaz, Dijana, Mangone, Graziella, Benkelfat, Badr-Eddine, Corvol, Jean-Christophe, Vidailhet, Marie, Lehéricy, Stéphane, and Benali, Habib

Subjects
Electrical Engineering and Systems Science - Audio and Speech Processing, Computer Science - Sound, Quantitative Biology - Quantitative Methods
Abstract

Many articles have used voice analysis to detect Parkinson's disease (PD), but few have focused on the early stages of the disease and the gender effect. In this article, we have adapted the latest speaker recognition system, called x-vectors, in order to detect an early stage of PD from voice analysis. X-vectors are embeddings extracted from a deep neural network, which provide robust speaker representations and improve speaker recognition when large amounts of training data are used. Our goal was to assess whether, in the context of early PD detection, this technique would outperform the more standard classifier MFCC-GMM (Mel-Frequency Cepstral Coefficients - Gaussian Mixture Model) and, if so, under which conditions. We recorded 221 French speakers (including recently diagnosed PD subjects and healthy controls) with a high-quality microphone and with their own telephone. Men and women were analyzed separately in order to have more precise models and to assess a possible gender effect. Several experimental and methodological aspects were tested in order to analyze their impacts on classification performance. We assessed the impact of audio segment duration, data augmentation, type of dataset used for the neural network training, kind of speech tasks, and back-end analyses. X-vectors technique provided better classification performances than MFCC-GMM for text-independent tasks, and seemed to be particularly suited for the early detection of PD in women (7 to 15% improvement). This result was observed for both recording types (high-quality microphone and telephone)., Comment: Submitted

Published
2020
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17. Comparative effectiveness of decompressive craniectomy versus craniotomy for traumatic acute subdural hematoma (CENTER-TBI): an observational cohort study

Author

Åkerlund, Cecilia, Amrein, Krisztina, Andelic, Nada, Andreassen, Lasse, Anke, Audny, Antoni, Anna, Audibert, Gérard, Azouvi, Philippe, Azzolini, Maria Luisa, Bartels, Ronald, Barzó, Pál, Beauvais, Romuald, Beer, Ronny, Bellander, Bo-Michael, Belli, Antonio, Benali, Habib, Berardino, Maurizio, Beretta, Luigi, Blaabjerg, Morten, Bragge, Peter, Brazinova, Alexandra, Brinck, Vibeke, Brooker, Joanne, Brorsson, Camilla, Buki, Andras, Bullinger, Monika, Cabeleira, Manuel, Caccioppola, Alessio, Calappi, Emiliana, Calvi, Maria Rosa, Cameron, Peter, Lozano, Guillermo Carbayo, Carbonara, Marco, Castaño-León, Ana M., Cavallo, Simona, Chevallard, Giorgio, Chieregato, Arturo, Citerio, Giuseppe, Clusmann, Hans, Coburn, Mark Steven, Coles, Jonathan, Cooper, Jamie D., Correia, Marta, Čović, Amra, Curry, Nicola, Czeiter, Endre, Czosnyka, Marek, Dahyot-Fizelier, Claire, Dark, Paul, Dawes, Helen, De Keyser, Véronique, Degos, Vincent, Della Corte, Francesco, Boogert, Hugo den, Depreitere, Bart, Đilvesi, Đula, Dixit, Abhishek, Donoghue, Emma, Dreier, Jens, Dulière, Guy-Loup, Ercole, Ari, Esser, Patrick, Ezer, Erzsébet, Fabricius, Martin, Feigin, Valery L., Foks, Kelly, Frisvold, Shirin, Furmanov, Alex, Gagliardo, Pablo, Galanaud, Damien, Gantner, Dashiell, Gao, Guoyi, George, Pradeep, Ghuysen, Alexandre, Giga, Lelde, Glocker, Ben, Golubović, Jagoš, Gomez, Pedro A., Gratz, Johannes, Gravesteijn, Benjamin, Grossi, Francesca, Gruen, Russell L., Gupta, Deepak, Haagsma, Juanita A., Haitsma, Iain, Helbok, Raimund, Helseth, Eirik, Horton, Lindsay, Huijben, Jilske, Hutchinson, Peter J., Jacobs, Bram, Jankowski, Stefan, Jarrett, Mike, Jiang, Ji-yao, Johnson, Faye, Jones, Kelly, Karan, Mladen, Kolias, Angelos G., Kompanje, Erwin, Kondziella, Daniel, Kornaropoulos, Evgenios, Koskinen, Lars-Owe, Kovács, Noémi, Lagares, Alfonso, Lanyon, Linda, Laureys, Steven, Lecky, Fiona, Ledoux, Didier, Lefering, Rolf, Legrand, Valerie, Lejeune, Aurelie, Levi, Leon, Lightfoot, Roger, Lingsma, Hester, Maas, Andrew I.R., Maegele, Marc, Majdan, Marek, Manara, Alex, Manley, Geoffrey, Maréchal, Hugues, Martino, Costanza, Mattern, Julia, McMahon, Catherine, Melegh, Béla, Menon, David, Menovsky, Tomas, Mikolic, Ana, Misset, Benoit, Muraleedharan, Visakh, Murray, Lynnette, Nair, Nandesh, Negru, Ancuta, Nelson, David, Newcombe, Virginia, Nieboer, Daan, Nyirádi, József, Oresic, Matej, Ortolano, Fabrizio, Otesile, Olubukola, Palotie, Aarno, Parizel, Paul M., Payen, Jean-François, Perera, Natascha, Perlbarg, Vincent, Persona, Paolo, Peul, Wilco, Piippo-Karjalainen, Anna, Pirinen, Matti, Pisica, Dana, Ples, Horia, Polinder, Suzanne, Pomposo, Inigo, Posti, Jussi P., Puybasset, Louis, Rădoi, Andreea, Ragauskas, Arminas, Raj, Rahul, Rambadagalla, Malinka, Rehorčíková, Veronika, Helmrich, Isabel Retel, Rhodes, Jonathan, Richardson, Sylvia, Richter, Sophie, Ripatti, Samuli, Rocka, Saulius, Roe, Cecilie, Roise, Olav, Rosand, Jonathan, Rosenfeld, Jeffrey, Rosenlund, Christina, Rosenthal, Guy, Rossaint, Rolf, Rossi, Sandra, Rueckert, Daniel, Rusnák, Martin, Sahuquillo, Juan, Sakowitz, Oliver, Sanchez-Porras, Renan, Sandor, Janos, Schäfer, Nadine, Schmidt, Silke, Schoechl, Herbert, Schoonman, Guus, Schou, Rico Frederik, Schwendenwein, Elisabeth, Sewalt, Charlie, Skandsen, Toril, Smielewski, Peter, Sorinola, Abayomi, Stamatakis, Emmanuel, Stanworth, Simon, Kowark, Ana, Stevens, Robert, Stewart, William, Steyerberg, Ewout W., Stocchetti, Nino, Sundström, Nina, Takala, Riikka, Tamás, Viktória, Tamosuitis, Tomas, Taylor, Mark Steven, Ao, Braden Te, Tenovuo, Olli, Theadom, Alice, Thomas, Matt, Tibboel, Dick, Timmers, Marjolijn, Tolias, Christos, Trapani, Tony, Tudora, Cristina Maria, Unterberg, Andreas, Vajkoczy, Peter, Valeinis, Egils, Vallance, Shirley, Vámos, Zoltán, Van der Jagt, Mathieu, van der Naalt, Joukje, Van der Steen, Gregory, van Dijck, Jeroen T.J.M., van Essen, Thomas A., Van Hecke, Wim, van Heugten, Caroline, Van Praag, Dominique, Van Veen, Ernest, van Wijk, Roel, Vyvere, Thijs Vande, Vargiolu, Alessia, Vega, Emmanuel, Velt, Kimberley, Verheyden, Jan, Vespa, Paul M., Vik, Anne, Vilcinis, Rimantas, Volovici, Victor, von Steinbüchel, Nicole, Voormolen, Daphne, Vulekovic, Petar, Wang, Kevin K.W., Wiegers, Eveline, Williams, Guy, Wilson, Lindsay, Winzeck, Stefan, Wolf, Stefan, Yang, Zhihui, Ylén, Peter, Younsi, Alexander, Zeiler, Frederick A., Ziverte, Agate, Zoerle, Tommaso, van Erp, Inge A.M., Lingsma, Hester F., Pisică, Dana, Yue, John K., Singh, Ranjit D., Kolias, Angelos, Peppel, Lianne D., Heijenbrok-Kal, Majanka, Ribbers, Gerard M., Menon, David K., Hutchinson, Peter J.A., Manley, Geoffrey T., de Ruiter, Godard C.W., and Peul, Wilco C.

Published
2023
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19. From Hand-Crafted to Deep Learning-based Cancer Radiomics: Challenges and Opportunities

Author

Afshar, Parnian, Mohammadi, Arash, Plataniotis, Konstantinos N., Oikonomou, Anastasia, and Benali, Habib

Subjects
Computer Science - Computer Vision and Pattern Recognition
Abstract

Recent advancements in signal processing and machine learning coupled with developments of electronic medical record keeping in hospitals and the availability of extensive set of medical images through internal/external communication systems, have resulted in a recent surge of significant interest in "Radiomics". Radiomics is an emerging and relatively new research field, which refers to extracting semi-quantitative and/or quantitative features from medical images with the goal of developing predictive and/or prognostic models, and is expected to become a critical component for integration of image-derived information for personalized treatment in the near future. The conventional Radiomics workflow is typically based on extracting pre-designed features (also referred to as hand-crafted or engineered features) from a segmented region of interest. Nevertheless, recent advancements in deep learning have caused trends towards deep learning-based Radiomics (also referred to as discovery Radiomics). Considering the advantages of these two approaches, there are also hybrid solutions developed to exploit the potentials of multiple data sources. Considering the variety of approaches to Radiomics, further improvements require a comprehensive and integrated sketch, which is the goal of this article. This manuscript provides a unique interdisciplinary perspective on Radiomics by discussing state-of-the-art signal processing solutions in the context of Radiomics.

Published
2018
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20. Surgery versus conservative treatment for traumatic acute subdural haematoma: a prospective, multicentre, observational, comparative effectiveness study

Author

Åkerlund, Cecilia, Amrein, Krisztina, Andelic, Nada, Andreassen, Lasse, Anke, Audny, Antoni, Anna, Audibert, Gérard, Azouvi, Philippe, Azzolini, Maria Luisa, Bartels, Ronald, Barzó, Pál, Beauvais, Romuald, Beer, Ronny, Bellander, Bo-Michael, Belli, Antonio, Benali, Habib, Berardino, Maurizio, Beretta, Luigi, Blaabjerg, Morten, Bragge, Peter, Brazinova, Alexandra, Brinck, Vibeke, Brooker, Joanne, Brorsson, Camilla, Buki, Andras, Bullinger, Monika, Cabeleira, Manuel, Caccioppola, Alessio, Calappi, Emiliana, Calvi, Maria Rosa, Cameron, Peter, Carbayo Lozano, Guillermo, Carbonara, Marco, Castaño-León, Ana M., Cavallo, Simona, Chevallard, Giorgio, Chieregato, Arturo, Citerio, Giuseppe, Clusmann, Hans, Coburn, Mark Steven, Coles, Jonathan, Cooper, Jamie D., Correia, Marta, Čović, Amra, Curry, Nicola, Czeiter, Endre, Czosnyka, Marek, Dahyot-Fizelier, Claire, Dark, Paul, Dawes, Helen, De Keyser, Véronique, Degos, Vincent, Della Corte, Francesco, Đilvesi, Đula, Dixit, Abhishek, Donoghue, Emma, Dreier, Jens, Dulière, Guy-Loup, Ercole, Ari, Esser, Patrick, Ezer, Erzsébet, Fabricius, Martin, Feigin, Valery L., Foks, Kelly, Frisvold, Shirin, Furmanov, Alex, Gagliardo, Pablo, Galanaud, Damien, Gantner, Dashiell, Gao, Guoyi, George, Pradeep, Ghuysen, Alexandre, Giga, Lelde, Glocker, Ben, Golubović, Jagoš, Gomez, Pedro A., Gratz, Johannes, Gravesteijn, Benjamin, Grossi, Francesca, Gruen, Russell L., Gupta, Deepak, Haagsma, Juanita A., Haitsma, Iain, Helbok, Raimund, Helseth, Eirik, Horton, Lindsay, Huijben, Jilske, Jacobs, Bram, Jankowski, Stefan, Jarrett, Mike, Jiang, Ji-yao, Johnson, Faye, Jones, Kelly, Karan, Mladen, Kolias, Angelos G., Kompanje, Erwin, Kondziella, Daniel, Kornaropoulos, Evgenios, Koskinen, Lars-Owe, Kovács, Noémi, Lagares, Alfonso, Lanyon, Linda, Laureys, Steven, Lecky, Fiona, Ledoux, Didier, Lefering, Rolf, Legrand, Valerie, Lejeune, Aurelie, Levi, Leon, Lightfoot, Roger, Maegele, Marc, Majdan, Marek, Manara, Alex, Manley, Geoffrey, Maréchal, Hugues, Martino, Costanza, Mattern, Julia, McMahon, Catherine, Melegh, Béla, Menovsky, Tomas, Mikolic, Ana, Misset, Benoit, Muraleedharan, Visakh, Murray, Lynnette, Nair, Nandesh, Negru, Ancuta, Nelson, David, Newcombe, Virginia, Nieboer, Daan, Nyirádi, József, Oresic, Matej, Ortolano, Fabrizio, Otesile, Olubukola, Palotie, Aarno, Parizel, Paul M., Payen, Jean-François, Perera, Natascha, Perlbarg, Vincent, Persona, Paolo, Piippo-Karjalainen, Anna, Pirinen, Matti, Ples, Horia, Polinder, Suzanne, Pomposo, Inigo, Posti, Jussi P., Puybasset, Louis, Rădoi, Andreea, Ragauskas, Arminas, Raj, Rahul, Rambadagalla, Malinka, Rehorčíková, Veronika, Retel Helmrich, Isabel, Rhodes, Jonathan, Richardson, Sylvia, Richter, Sophie, Ripatti, Samuli, Rocka, Saulius, Roe, Cecilie, Roise, Olav, Rosand, Jonathan, Rosenfeld, Jeffrey, Rosenlund, Christina, Rosenthal, Guy, Rossaint, Rolf, Rossi, Sandra, Rueckert, Daniel, Rusnák, Martin, Sahuquillo, Juan, Sakowitz, Oliver, Sanchez-Porras, Renan, Sandor, Janos, Schäfer, Nadine, Schmidt, Silke, Schoechl, Herbert, Schoonman, Guus, Schou, Rico Frederik, Schwendenwein, Elisabeth, Sewalt, Charlie, Skandsen, Toril, Smielewski, Peter, Sorinola, Abayomi, Stamatakis, Emmanuel, Stanworth, Simon, Kowark, Ana, Stevens, Robert, Stewart, William, Stocchetti, Nino, Sundström, Nina, Takala, Riikka, Tamás, Viktória, Tamosuitis, Tomas, Taylor, Mark Steven, Te Ao, Braden, Tenovuo, Olli, Theadom, Alice, Thomas, Matt, Tibboel, Dick, Timmers, Marjolijn, Tolias, Christos, Trapani, Tony, Tudora, Cristina Maria, Unterberg, Andreas, Vajkoczy, Peter, Valeinis, Egils, Vallance, Shirley, Vámos, Zoltán, Van der Jagt, Mathieu, van der Naalt, Joukje, Van der Steen, Gregory, van Dijck, Jeroen T.J.M., Van Hecke, Wim, van Heugten, Caroline, Van Praag, Dominique, Van Veen, Ernest, van Wijk, Roel, Vande Vyvere, Thijs, Vargiolu, Alessia, Vega, Emmanuel, Velt, Kimberley, Verheyden, Jan, Vespa, Paul M., Vik, Anne, Vilcinis, Rimantas, von Steinbüchel, Nicole, Voormolen, Daphne, Vulekovic, Petar, Wang, Kevin K.W., Wiegers, Eveline, Williams, Guy, Wilson, Lindsay, Winzeck, Stefan, Wolf, Stefan, Yang, Zhihui, Ylén, Peter, Zeiler, Frederick A., Ziverte, Agate, Zoerle, Tommaso, van Essen, Thomas A, Lingsma, Hester F, Pisică, Dana, Singh, Ranjit D, Volovici, Victor, den Boogert, Hugo F, Younsi, Alexander, Peppel, Lianne D, Heijenbrok-Kal, Majanka H, Ribbers, Gerard M, Walchenbach, Robert, Menon, David K, Hutchinson, Peter, Depreitere, Bart, Steyerberg, Ewout W, Maas, Andrew I R, de Ruiter, Godard C W, and Peul, Wilco C

Published
2022
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21. A genome-wide association study of outcome from traumatic brain injury

Author

Åkerlund, Cecilia, Amrein, Krisztina, Andelic, Nada, Andreassen, Lasse, Anke, Audny, Antoni, Anna, Audibert, Gérard, Azouvi, Philippe, Azzolini, Maria Luisa, Bartels, Ronald, Barzó, Pál, Beauvais, Romuald, Beer, Ronny, Bellander, Bo-Michael, Belli, Antonio, Benali, Habib, Berardino, Maurizio, Beretta, Luigi, Blaabjerg, Morten, Bragge, Peter, Brazinova, Alexandra, Brinck, Vibeke, Brooker, Joanne, Brorsson, Camilla, Buki, Andras, Bullinger, Monika, Cabeleira, Manuel, Caccioppola, Alessio, Calappi, Emiliana, Calvi, Maria Rosa, Cameron, Peter, Lozano, Guillermo Carbayo, Carbonara, Marco, Cavallo, Simona, Chevallard, Giorgio, Chieregato, Arturo, Citerio, Giuseppe, Clusmann, Hans, Coburn, Mark, Coles, Jonathan P., Cooper, Jamie D., Correia, Marta, Čović, Amra, Curry, Nicola, Czeiter, Endre, Czosnyka, Marek, DahyotFizelier, Claire, Dark, Paul, Dawes, Helen, De Keyser, Véronique, Degos, Vincent, Corte, Francesco Della, Boogert, Hugo den, Depreitere, Bart, Đilvesi, Đula, Dixit, Abhishek, Donoghue, Emma, Dreier, Jens, Dulière, GuyLoup, Ercole, Ari, Esser, Patrick, Ezer, Erzsébet, Fabricius, Martin, Feigin, Valery L., Foks, Kelly, Frisvold, Shirin, Furmanov, Alex, Gagliardo, Pablo, Galanaud, Damien, Gantner, Dashiell, Gao, Guoyi, George, Pradeep, Ghuysen, Alexandre, Giga, Lelde, Glocker, Ben, Golubovic, Jagoš, Gomez, Pedro A., Gratz, Johannes, Gravesteijn, Benjamin, Grossi, Francesca, Gruen, Russell L., Gupta, Deepak, Haagsma, Juanita A., Haitsma, Iain, Helbok, Raimund, Helseth, Eirik, Horton, Lindsay, Huijben, Jilske, Hutchinson, Peter J.A., Jacobs, Bram, Jankowski, Stefan, Jarrett, Mike, Jiang, Jiyao, Johnson, Faye, Jones, Kelly, Karan, Mladen, Kolias, Angelos G., Kompanje, Erwin, Kondziella, Daniel, Kornaropoulos, Evgenios, Koskinen, LarsOwe, Kovács, Noémi, Kowark, Ana, Lagares, Alfonso, Lanyon, Linda, Laureys, Steven, Lecky, Fiona, Ledoux, Didier, Lefering, Rolf, Legrand, Valerie, Lejeune, Aurelie, Levi, Leon, Lightfoot, Roger, Lingsma, Hester, Maas, Andrew I.R., CastañoLeón, Ana M., Maegele, Marc, Majdan, Marek, Manara, Alex, Martino, Costanza, Maréchal, Hugues, Mattern, Julia, McMahon, Catherine, Melegh, Béla, Menon, David K., Menovsky, Tomas, Mikolic, Ana, Misset, Benoit, Muraleedharan, Visakh, Murray, Lynnette, Negru, Ancuta, Nelson, David, Newcombe, Virginia F.J., Nieboer, Daan, Nyirádi, József, Olubukola, Otesile, Oresic, Matej, Ortolano, Fabrizio, Palotie, Aarno, Parizel, Paul M., Payen, JeanFrançois, Perera, Natascha, Perlbarg, Vincent, Persona, Paolo, Peul, Wilco, Piippo-Karjalainen, Anna, Pirinen, Matti, Pisica, Dana, Ples, Horia, Polinder, Suzanne, Pomposo, Inigo, Posti, Jussi P., Puybasset, Louis, Radoi, Andreea, Ragauskas, Arminas, Raj, Rahul, Rambadagalla, Malinka, Helmrich, Isabel Retel, Rhodes, Jonathan, Richardson, Sylvia, Richter, Sophie, Ripatti, Samuli, Rocka, Saulius, Roe, Cecilie, Roise, Olav, Rosenfeld, Jeffrey V., Rosenlund, Christina, Rosenthal, Guy, Rossaint, Rolf, Rossi, Sandra, Rueckert, Daniel, Rusnák, Martin, Sahuquillo, Juan, Sakowitz, Oliver, SanchezPorras, Renan, Sandor, Janos, Schäfer, Nadine, Schmidt, Silke, Schoechl, Herbert, Schoonman, Guus, Schou, Rico Frederik, Schwendenwein, Elisabeth, Sewalt, Charlie, Skandsen, Toril, Smielewski, Peter, Sorinola, Abayomi, Stamatakis, Emmanuel, Stanworth, Simon, Stevens, Robert, Stewart, William, Steyerberg, Ewout W., Stocchetti, Nino, Sundström, Nina, Takala, Riikka, Tamás, Viktória, Tamosuitis, Tomas, Taylor, Mark Steven, Ao, Braden Te, Tenovuo, Olli, Theadom, Alice, Thomas, Matt, Tibboel, Dick, Timmers, Marjolein, Tolias, Christos, Trapani, Tony, Tudora, Cristina Maria, Unterberg, Andreas, Vajkoczy, Peter, Vallance, Shirley, Valeinis, Egils, Vámos, Zoltán, van der Jagt, Mathieu, van der Steen, Gregory, van der Naalt, Joukje, van Dijck, Jeroen T.J.M., van Essen, Thomas A., Van Hecke, Wim, van Heugten, Caroline, Van Praag, Dominique, van Veen, Ernest, Vyvere, Thijs Vande, van Wijk, Roel P.J., Vargiolu, Alessia, Vega, Emmanuel, Velt, Kimberley, Verheyden, Jan, Vespa, Paul M., Vik, Anne, Vilcinis, Rimantas, Volovici, Victor, von Steinbüchel, Nicole, Voormolen, Daphne, Vulekovic, Petar, Wang, Kevin K.W., Wiegers, Eveline, Williams, Guy, Wilson, Lindsay, Winzeck, Stefan, Wolf, Stefan, Yang, Zhihui, Ylén, Peter, Younsi, Alexander, Zeiler, Frederick A., Zelinkova, Veronika, Ziverte, Agate, Zoerle, Tommaso, Izzy, Saef, Radmanesh, Farid, Frantzén, Janek, Katila, Ari, Maanpää, Henna-Rikka, Tallus, Jussi, Adeoye, Opeolu, Badjatia, Neeraj, Boase, Kim, Barber, Jason, Bodien, Yelena, Chesnut, Randall, Corrigan, John D., Crawford, Karen, Diaz-Arrastia, Ramon, Dikmen, Sureyya, Duhaime, Ann-Christine, Ellenbogen, Richard, Feeser, Ramana, Ferguson, Adam R., Foreman, Brandon, Gardner, Raquel, Gaudette, Etienne, Giacino, Joseph, Goldman, Dana, Gonzalez, Luis, Gopinath, Shankar, Gullapalli, Rao, Hemphill, Claude, Hotz, Gillian, Jain, Sonia, Keene, Dirk, Korley, Frederick K., Kramer, Joel, Kreitzer, Natalie, Levin, Harvey, Lindsell, Chris, Machamer, Joan, Madden, Christopher, Manley, Geoffrey T., Martin, Alastair, McAllister, Thomas, McCrea, Michael, Merchant, Randall, Mukherjee, Pratik, Nelson, Lindsay, Ngwenya, Laura B, Noel, Florence, Nolan, Amber, Okonkwo, David, Palacios, Eva, Perl, Daniel, Puccio, Ava, Rabinowitz, Miri, Robertson, Claudia, Rosand, Jonathan, Sander, Angelle, Satris, Gabriella, Schnyer, David, Seabury, Seth, Sherer, Mark, Stein, Murray, Taylor, Sabrina, Temkin, Nancy, Toga, Arthur, Valadka, Alex, Vassar, Mary, Yue, John K., Yuh, Esther, Zafonte, Ross, Kals, Mart, Kunzmann, Kevin, Parodi, Livia, Anderson, Christopher D., Puccio, Ava M., Okonkwo, David O., Stein, Murray B., and Manley, Geoff T.

Published
2022
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22. Effect of frailty on 6-month outcome after traumatic brain injury: a multicentre cohort study with external validation

Author

Ackerlund, Cecilia, Adams, Hadie, Amrein, Krisztina, Andelic, Nada, Andreassen, Lasse, Anke, Audny, Antoni, Anna, Audibert, Gérard, Azouvi, Philippe, Azzolini, Maria Luisa, Bartels, Ronald, Barzó, Pál, Beauvais, Romuald, Beer, Ronny, Bellander, Bo-Michael, Belli, Antonio, Benali, Habib, Berardino, Maurizio, Beretta, Luigi, Blaabjerg, Morten, Bragge, Peter, Brazinova, Alexandra, Brinck, Vibeke, Brooker, Joanne, Brorsson, Camilla, Buki, Andras, Bullinger, Monika, Cabeleira, Manuel, Caccioppola, Alessio, Calappi, Emiliana, Calvi, Maria Rosa, Cameron, Peter, Carbayo Lozano, Guillermo, Carbonara, Marco, Castaño-León, Ana M., Cavallo, Simona, Chevallard, Giorgio, Chieregato, Arturo, Clusmann, Hans, Coburn, Mark Steven, Coles, Jonathan, Cooper, Jamie D., Correia, Marta, Covic, Amra, Curry, Nicola, Czeiter, Endre, Czosnyka, Marek, Dahyot-Fizelier, Claire, Dark, Paul, Dawes, Helen, De Keyser, Véronique, Degos, Vincent, Della Corte, Francesco, den Boogert, Hugo, Depreitere, Bart, Đilvesi, Đula, Dixit, Abhishek, Donoghue, Emma, Dreier, Jens, Dulière, Guy-Loup, Ercole, Ari, Esser, Patrick, Ezer, Erzsébet, Fabricius, Martin, Feigin, Valery L., Foks, Kelly, Frisvold, Shirin, Furmanov, Alex, Gagliardo, Pablo, Galanaud, Damien, Gantner, Dashiell, Gao, Guoyi, George, Pradeep, Ghuysen, Alexandre, Giga, Lelde, Glocker, Ben, Golubovic, Jagoš, Gomez, Pedro A., Gratz, Johannes, Gravesteijn, Benjamin, Grossi, Francesca, Gruen, Russell L., Gupta, Deepak, Haagsma, Juanita A., Haitsma, Iain, Helbok, Raimund, Helseth, Eirik, Horton, Lindsay, Huijben, Jilske, Hutchinson, Peter J., Jacobs, Bram, Jankowski, Stefan, Jarrett, Mike, Jiang, Ji-yao, Johnson, Faye, Jones, Kelly, Karan, Mladen, Kolias, Angelos G., Kompanje, Erwin, Kondziella, Daniel, Koskinen, Lars-Owe, Kovács, Noémi, Kowark, Ana, Lagares, Alfonso, Lanyon, Linda, Laureys, Steven, Ledoux, Didier, Lefering, Rolf, Legrand, Valerie, Lejeune, Aurelie, Levi, Leon, Lightfoot, Roger, Lingsma, Hester, Maegele, Marc, Majdan, Marek, Manara, Alex, Maréchal, Hugues, Martino, Costanza, Mattern, Julia, McFadyen, Charles, McMahon, Catherine, Melegh, Béla, Menon, David, Menovsky, Tomas, Mikolic, Ana, Misset, Benoit, Muraleedharan, Visakh, Murray, Lynnette, Negru, Ancuta, Nelson, David, Newcombe, Virginia, Nieboer, Daan, Nyirádi, József, Oresic, Matej, Ortolano, Fabrizio, Otesile, Olubukola, Palotie, Aarno, Parizel, Paul M., Payen, Jean-François, Perera, Natascha, Perlbarg, Vincent, Persona, Paolo, Peul, Wilco, Piippo-Karjalainen, Anna, Pirinen, Matti, Pisica, Dana, Ples, Horia, Polinder, Suzanne, Pomposo, Inigo, Posti, Jussi P., Puybasset, Louis, Radoi, Andreea, Ragauskas, Arminas, Raj, Rahul, Rambadagalla, Malinka, Rehorčíková, Veronika, Retel Helmrich, Isabel, Rhodes, Jonathan, Richardson, Sylvia, Richter, Sophie, Ripatti, Samuli, Rocka, Saulius, Roe, Cecilie, Roise, Olav, Rosenfeld, Jeffrey, Rosenlund, Christina, Rosenthal, Guy, Rossaint, Rolf, Rossi, Sandra, Rueckert, Daniel, Rusnák, Martin, Sahuquillo, Juan, Sakowitz, Oliver, Sanchez-Porras, Renan, Sandor, Janos, Schäfer, Nadine, Schmidt, Silke, Schoechl, Herbert, Schoonman, Guus, Schou, Rico Frederik, Schwendenwein, Elisabeth, Sewalt, Charlie, Singh, Ranjit D., Skandsen, Toril, Smielewski, Peter, Sorinola, Abayomi, Stamatakis, Emmanuel, Stanworth, Simon, Stevens, Robert, Stewart, William, Steyerberg, Ewout W., Stocchetti, Nino, Sundström, Nina, Takala, Riikka, Tamás, Viktória, Tamosuitis, Tomas, Taylor, Mark Steven, Te Ao, Braden, Tenovuo, Olli, Theadom, Alice, Thomas, Matt, Tibboel, Dick, Timmers, Marjolijn, Tolias, Christos, Trapani, Tony, Tudora, Cristina Maria, Unterberg, Andreas, Vajkoczy, Peter, Valeinis, Egils, Vallance, Shirley, Vámos, Zoltán, van der Jagt, Mathieu, van der Naalt, Joukje, Van der Steen, Gregory, van Dijck, Jeroen T.J.M., van Erp, Inge A., van Essen, Thomas A., Van Hecke, Wim, van Heugten, Caroline, Van Praag, Dominique, van Veen, Ernest, van Wijk, Roel, Vande Vyvere, Thijs, Vargiolu, Alessia, Vega, Emmanuel, Velt, Kimberley, Verheyden, Jan, Vespa, Paul M., Vik, Anne, Vilcinis, Rimantas, Volovici, Victor, von Steinbüchel, Nicole, Voormolen, Daphne, Vulekovic, Peter, Wang, Kevin K.W., Wiegers, Eveline, Williams, Guy, Wilson, Lindsay, Wolf, Stefan, Yang, Zhihui, Ylén, Peter, Younsi, Alexander, Zeiler, Frederick A., Ziverte, Agate, Zoerle, Tommaso, Adeoye, Opeolu, Badjatia, Neeraj, Barber, Jason, Bergin, Michael, Boase, Kim, Bodien, Yelena, Chesnut, Randall, Corrigan, John, Crawford, Karen, Diaz-Arrastia, Ramon, Dikmen, Sureyya, Duhaime, Ann-Christine, Ellenbogen, Richard, Feeser, Venkata, Ferguson, Adam R, Foreman, Brandon, Gaudette, Etienne, Giacino, Joseph, Gonzalez, Luis, Gopinath, Shankar, Grandhi, Ramesh, Gullapalli, Rao, Hemphill, Claude, Hotz, Gillian, Huie, Russell, Jha, Ruchira, Keene, C. Dirk, Kitagawa, Ryan, Korley, Frederick, Kramer, Joel, Kreitzer, Natalie, Levin, Harvey, Lindsell, Chris, Machamer, Joan, Madden, Christopher, Martin, Alastair, McAllister, Thomas, McCrea, Michael, Merchant, Randall, Mukherjee, Pratik, Nelson, Lindsay, Ngwenya, Laura B., Noel, Florence, Nolan, Amber, Okonkwo, David, Palacios, Eva, Perl, Daniel, Puccio, Ava, Rabinowitz, Miri, Robertson, Claudia, Rodgers, Richard Ben, Rosand, Jonathan, Rosenthal, Eric, Sander, Angelle, Sandsmark, Danielle, Sugar, Gabriella, Schneider, Andrea, Schnyer, David, Seabury, Seth, Sherer, Mark, Stein, Murray, Temkin, Nancy, Toga, Arthur, Torres-Espin, Abel, Valadka, Alex, Vassar, Mary, Wang, Kevin, Wang, Vincent, Yue, John K., Yuh, Esther, Zafonte, Ross, Galimberti, Stefania, Graziano, Francesca, Maas, Andrew I R, Isernia, Giulia, Lecky, Fiona, Jain, Sonia, Sun, Xiaoying, Gardner, Raquel C, Taylor, Sabrina R, Markowitz, Amy J, Manley, Geoffrey T, Valsecchi, Maria Grazia, Bellelli, Giuseppe, and Citerio, Giuseppe

Published
2022
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24. Neurocognitive correlates of probable posttraumatic stress disorder following traumatic brain injury

Author

Åkerlund, Cecilia, Amrein, Krisztina, Andelic, Nada, Andreassen, Lasse, Anke, Audny, Antoni, Anna, Audibert, Gérard, Azouvi, Philippe, Azzolini, Maria Luisa, Bartels, Ronald, Barzó, Pál, Beauvais, Romuald, Beer, Ronny, Bellander, Bo-Michael, Belli, Antonio, Benali, Habib, Berardino, Maurizio, Beretta, Luigi, Blaabjerg, Morten, Bragge, Peter, Brazinova, Alexandra, Brinck, Vibeke, Brooker, Joanne, Brorsson, Camilla, Buki, Andras, Bullinger, Monika, Cabeleira, Manuel, Caccioppola, Alessio, Calappi, Emiliana, Calvi, Maria Rosa, Cameron, Peter, Lozano, Guillermo Carbayo, Carbonara, Marco, Cavallo, Simona, Chevallard, Giorgio, Chieregato, Arturo, Citerio, Giuseppe, Ceyisakar, Iris, Clusmann, Hans, Coburn, Mark, Coles, Jonathan, Cooper, Jamie D., Correia, Marta, Čović, Amra, Curry, Nicola, Czeiter, Endre, Czosnyka, Marek, Dahyot-Fizelier, Claire, Dark, Paul, Dawes, Helen, De Keyser, Véronique, Degos, Vincent, Della Corte, Francesco, Boogert, Hugo den, Depreitere, Bart, Đilvesi, Đula, Dixit, Abhishek, Donoghue, Emma, Dreier, Jens, Dulière, Guy-Loup, Ercole, Ari, Esser, Patrick, Ezer, Erzsébet, Fabricius, Martin, Feigin, Valery L., Foks, Kelly, Frisvold, Shirin, Furmanov, Alex, Gagliardo, Pablo, Galanaud, Damien, Gantner, Dashiell, Gao, Guoyi, George, Pradeep, Ghuysen, Alexandre, Giga, Lelde, Glocker, Ben, Golubovic, Jagoš, Gomez, Pedro A., Gratz, Johannes, Gravesteijn, Benjamin, Grossi, Francesca, Gruen, Russell L., Gupta, Deepak, Haagsma, Juanita A., Haitsma, Iain, Helbok, Raimund, Helseth, Eirik, Horton, Lindsay, Huijben, Jilske, Hutchinson, Peter J., Jacobs, Bram, Jankowski, Stefan, Jarrett, Mike, Jiang, Ji-yao, Johnson, Faye, Jones, Kelly, Karan, Mladen, Kolias, Angelos G., Kompanje, Erwin, Kondziella, Daniel, Koraropoulos, Evgenios, Koskinen, Lars-Owe, Kovács, Noémi, Kowark, Ana, Lagares, Alfonso, Lanyon, Linda, Laureys, Steven, Lecky, Fiona, Ledoux, Didier, Lefering, Rolf, Legrand, Valerie, Lejeune, Aurelie, Levi, Leon, Lightfoot, Roger, Lingsma, Hester, Maas, Andrew I.R., Castaño-León, Ana M., Maegele, Marc, Majdan, Marek, Manara, Alex, Manley, Geoffrey, Martino, Costanza, Maréchal, Hugues, Mattern, Julia, McMahon, Catherine, Melegh, Béla, Menon, David, Menovsky, Tomas, Mikolic, Ana, Misset, Benoit, Muraleedharan, Visakh, Murray, Lynnette, Negru, Ancuta, Nelson, David, Newcombe, Virginia, Nieboer, Daan, Nyirádi, József, Olubukola, Otesile, Oresic, Matej, Ortolano, Fabrizio, Palotie, Aarno, Parizel, Paul M., Payen, Jean-François, Perera, Natascha, Perlbarg, Vincent, Persona, Paolo, Peul, Wilco, Piippo-Karjalainen, Anna, Pirinen, Matti, Ples, Horia, Polinder, Suzanne, Pomposo, Inigo, Posti, Jussi P., Puybasset, Louis, Radoi, Andreea, Ragauskas, Arminas, Raj, Rahul, Rambadagalla, Malinka, Rhodes, Jonathan, Richardson, Sylvia, Richter, Sophie, Ripatti, Samuli, Rocka, Saulius, Roe, Cecilie, Roise, Olav, Rosand, Jonathan, Rosenfeld, Jeffrey V., Rosenlund, Christina, Rosenthal, Guy, Rossaint, Rolf, Rossi, Sandra, Rueckert, Daniel, Rusnák, Martin, Sahuquillo, Juan, Sakowitz, Oliver, Sanchez-Porras, Renan, Sandor, Janos, Schäfer, Nadine, Schmidt, Silke, Schoechl, Herbert, Schoonman, Guus, Schou, Rico Frederik, Schwendenwein, Elisabeth, Sewalt, Charlie, Skandsen, Toril, Smielewski, Peter, Sorinola, Abayomi, Stamatakis, Emmanuel, Stanworth, Simon, Stevens, Robert, Stewart, William, Steyerberg, Ewout W., Stocchetti, Nino, Sundström, Nina, Synnot, Anneliese, Takala, Riikka, Tamás, Viktória, Tamosuitis, Tomas, Taylor, Mark Steven, Ao, Braden Te, Tenovuo, Olli, Theadom, Alice, Thomas, Matt, Tibboel, Dick, Timmers, Marjolein, Tolias, Christos, Trapani, Tony, Tudora, Cristina Maria, Unterberg, Andreas, Vajkoczy, Peter, Vallance, Shirley, Valeinis, Egils, Vámos, Zoltán, van der Jagt, Mathieu, Van der Steen, Gregory, van der Naalt, Joukje, van Dijck, Jeroen T.J.M., van Essen, Thomas A., Van Hecke, Wim, van Heugten, Caroline, Van Praag, Dominique, Vyvere, Thijs Vande, van Wijk, Roel P.J., Vargiolu, Alessia, Vega, Emmanuel, Velt, Kimberley, Verheyden, Jan, Vespa, Paul M., Vik, Anne, Vilcinis, Rimantas, Volovici, Victor, von Steinbüchel, Nicole, Voormolen, Daphne, Vulekovic, Petar, Wang, Kevin K.W., Wiegers, Eveline, Williams, Guy, Wilson, Lindsay, Winzeck, Stefan, Wolf, Stefan, Yang, Zhihui, Ylén, Peter, Younsi, Alexander, Zeiler, Frederick A., Zelinkova, Veronika, Ziverte, Agate, Zoerle, Tommaso, Van Praag, Dominique L.G., Wouters, Kristien, and Van Den Eede, Filip

Published
2022
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25. Fluid balance and outcome in critically ill patients with traumatic brain injury (CENTER-TBI and OzENTER-TBI): a prospective, multicentre, comparative effectiveness study

Author

Brooker, Joanne, Bragge, Peter, Rosenfeld, Jeffrey, Cooper, Jamie D., Helbok, Raimund, Beer, Ronny, Schoechl, Herbert, Rusnák, Martin, Schwendenwein, Elisabeth, Antoni, Anna, De Keyser, Véronique, Menovsky, Tomas, Van Praag, Dominique, Maas, Andrew I.R., Van der Steen, Gregory, Parizel, Paul M., Vande Vyvere, Thijs, Depreitere, Bart, Van Hecke, Wim, Verheyden, Jan, Misset, Benoit, Ledoux, Didier, Laureys, Steven, Ghuysen, Alexandre, Maréchal, Hugues, Dulière, Guy-Loup, Gao, Guoyi, Jiang, Ji-yao, Kondziella, Daniel, Fabricius, Martin, Schou, Rico Frederik, Blaabjerg, Morten, Rosenlund, Christina, Piippo-Karjalainen, Anna, Raj, Rahul, Pirinen, Matti, Ripatti, Samuli, Palotie, Aarno, Ylén, Peter, Posti, Jussi P., Tenovuo, Olli, Takala, Riikka, Payen, Jean-François, Vega, Emmanuel, Lejeune, Aurelie, Audibert, Gérard, Degos, Vincent, Benali, Habib, Galanaud, Damien, Perlbarg, Vincent, Puybasset, Louis, Azouvi, Philippe, Legrand, Valerie, Dahyot-Fizelier, Claire, Rossaint, Rolf, Coburn, Mark Steven, Kowark, Ana, Clusmann, Hans, Dreier, Jens, Wolf, Stefan, Vajkoczy, Peter, Maegele, Marc, Gratz, Johannes, Schäfer, Nadine, Lefering, Rolf, Covic, Amra, von Steinbüchel, Nicole, Schmidt, Silke, Bullinger, Monika, Younsi, Alexander, Unterberg, Andreas, Mattern, Julia, Sakowitz, Oliver, Sanchez-Porras, Renan, Perera, Natascha, Beauvais, Romuald, Sandor, Janos, Czeiter, Endre, Buki, Andras, Ezer, Erzsébet, Vámos, Zoltán, Melegh, Béla, Tamás, Viktória, Sorinola, Abayomi, Kovács, Noémi, Nyirádi, József, Amrein, Krisztina, Barzó, Pál, Gupta, Deepak, Levi, Leon, Rosenthal, Guy, Furmanov, Alex, Martino, Costanza, Beretta, Luigi, Calvi, Maria Rosa, Azzolini, Maria Luisa, Stocchetti, Nino, Calappi, Emiliana, Zoerle, Tommaso, Ortolano, Fabrizio, Carbonara, Marco, Caccioppola, Alessio, Citerio, Giuseppe, Vargiolu, Alessia, Chieregato, Arturo, Chevallard, Giorgio, Della Corte, Francesco, Grossi, Francesca, Rossi, Sandra, Persona, Paolo, Berardino, Maurizio, Cavallo, Simona, Rambadagalla, Malinka, Ziverte, Agate, Giga, Lelde, Valeinis, Egils, Vilcinis, Rimantas, Tamosuitis, Tomas, Rocka, Saulius, Ragauskas, Arminas, van der Naalt, Joukje, Jacobs, Bram, Steyerberg, Ewout W., Bartels, Ronald, den Boogert, Hugo, Kompanje, Erwin, Timmers, Marjolijn, Foks, Kelly, Haitsma, Iain, Volovici, Victor, van der Jagt, Mathieu, Haagsma, Juanita A., Mikolic, Ana, Lingsma, Hester, Velt, Kimberley, Huijben, Jilske, Voormolen, Daphne, Nieboer, Daan, Wiegers, Eveline, Sewalt, Charlie, Gravesteijn, Benjamin, Polinder, Suzanne, Tibboel, Dick, van Wijk, Roel, van Dijck, Jeroen T.J.M., van Essen, Thomas A., Peul, Wilco, Schoonman, Guus, Jones, Kelly, Feigin, Valery L., Te Ao, Braden, Theadom, Alice, Helseth, Eirik, Roe, Cecilie, Roise, Olav, Andelic, Nada, Frisvold, Shirin, Andreassen, Lasse, Anke, Audny, Vik, Anne, Skandsen, Toril, Ples, Horia, Tudora, Cristina Maria, Negru, Ancuta, Vulekovic, Peter, Đilvesi, Đula, Karan, Mladen, Golubovic, Jagoš, Rehorcíková, Veronika, Taylor, Mark Steven, Brazinova, Alexandra, Majdan, Marek, Sahuquillo, Juan, Radoi, Andreea, Carbayo Lozano, Guillermo, Pomposo, Inigo, Lagares, Alfonso, Gomez, Pedro A., Castaño-León, Ana M., Gagliardo, Pablo, Oresic, Matej, Bellander, Bo-Michael, Lanyon, Linda, George, Pradeep, Muraleedharan, Visakh, Nelson, David, Ackerlund, Cecilia, Koskinen, Lars-Owe, Sundström, Nina, Brorsson, Camilla, Belli, Antonio, Manara, Alex, Thomas, Matt, Czosnyka, Marek, Smielewski, Peter, Cabeleira, Manuel, Coles, Jonathan, Richardson, Sylvia, Zeiler, Frederick A., Stamatakis, Emmanuel, Williams, Guy, Menon, David, Ercole, Ari, Dixit, Abhishek, Newcombe, Virginia, Richter, Sophie, McFadyen, Charles, Hutchinson, Peter J., Kolias, Angelos G., Adams, Hadie, Correia, Marta, Rhodes, Jonathan, Stewart, William, McMahon, Catherine, Rueckert, Daniel, Glocker, Ben, Tolias, Christos, Dawes, Helen, Esser, Patrick, van Heugten, Caroline, Curry, Nicola, Stanworth, Simon, Lecky, Fiona, Otesile, Olubukola, Johnson, Faye, Dark, Paul, Jankowski, Stefan, Lightfoot, Roger, Wilson, Lindsay, Horton, Lindsay, Stevens, Robert, Rosand, Jonathan, Manley, Geoffrey, Jarrett, Mike, Brinck, Vibeke, Wang, Kevin K.W., Yang, Zhihui, Vespa, Paul M., Gruen, Russell L., Cameron, Peter, Donoghue, Emma, Gantner, Dashiell, Gruen, Russel, Murray, Lynette, Rosenfeld, Jeffrey V., Varma, Dinesh, Trapani, Tony, Vallance, Shirley, MacIsaac, Cristopher, Jordan, Andrea, Wiegers, Eveline Janine Anna, Lingsma, Hester Floor, Huijben, Jilske Antonia, Cooper, David James, Maas, Andrew Ian Ramsay, Menon, David Krishna, Moore, Elizabeth Madeleine, Dippel, Diederik Willem, and Steyerberg, Ewout Willem

Published
2021
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27. Clinical descriptors of disease trajectories in patients with traumatic brain injury in the intensive care unit (CENTER-TBI): a multicentre observational cohort study

Author

Åkerlund, Cecilia A I, primary, Holst, Anders, additional, Bhattacharyay, Shubhayu, additional, Stocchetti, Nino, additional, Steyerberg, Ewout, additional, Smielewski, Peter, additional, Menon, David K, additional, Ercole, Ari, additional, Nelson, David W, additional, Åkerlund, Cecilia, additional, Amrein, Krisztina, additional, Andelic, Nada, additional, Andreassen, Lasse, additional, Anke, Audny, additional, Antoni, Anna, additional, Audibert, Gérard, additional, Azouvi, Philippe, additional, Azzolini, Maria Luisa, additional, Bartels, Ronald, additional, Barzó, Pál, additional, Beauvais, Romuald, additional, Beer, Ronny, additional, Bellander, Bo-Michael, additional, Belli, Antonio, additional, Benali, Habib, additional, Berardino, Maurizio, additional, Beretta, Luigi, additional, Blaabjerg, Morten, additional, Bragge, Peter, additional, Brazinova, Alexandra, additional, Brinck, Vibeke, additional, Brooker, Joanne, additional, Brorsson, Camilla, additional, Buki, Andras, additional, Bullinger, Monika, additional, Cabeleira, Manuel, additional, Caccioppola, Alessio, additional, Calappi, Emiliana, additional, Calvi, Maria Rosa, additional, Cameron, Peter, additional, Carbayo Lozano, Guillermo, additional, Carbonara, Marco, additional, Cavallo, Simona, additional, Chevallard, Giorgio, additional, Chieregato, Arturo, additional, Citerio, Giuseppe, additional, Clusmann, Hans, additional, Coburn, Mark, additional, Coles, Jonathan, additional, Cooper, Jamie D., additional, Correia, Marta, additional, Čović, Amra, additional, Curry, Nicola, additional, Czeiter, Endre, additional, Czosnyka, Marek, additional, DahyotFizelier, Claire, additional, Dark, Paul, additional, Dawes, Helen, additional, De Keyser, Véronique, additional, Degos, Vincent, additional, Della Corte, Francesco, additional, den Boogert, Hugo, additional, Depreitere, Bart, additional, Đilvesi, Đula, additional, Dixit, Abhishek, additional, Donoghue, Emma, additional, Dreier, Jens, additional, Dulière, GuyLoup, additional, Esser, Patrick, additional, Ezer, Erzsébet, additional, Fabricius, Martin, additional, Feigin, Valery L., additional, Foks, Kelly, additional, Frisvold, Shirin, additional, Furmanov, Alex, additional, Gagliardo, Pablo, additional, Galanaud, Damien, additional, Gantner, Dashiell, additional, Gao, Guoyi, additional, George, Pradeep, additional, Ghuysen, Alexandre, additional, Giga, Lelde, additional, Glocker, Ben, additional, Golubovic, Jagoš, additional, Gomez, Pedro A., additional, Gratz, Johannes, additional, Gravesteijn, Benjamin, additional, Grossi, Francesca, additional, Gruen, Russell L., additional, Gupta, Deepak, additional, Haagsma, Juanita A., additional, Haitsma, Iain, additional, Helbok, Raimund, additional, Helseth, Eirik, additional, Horton, Lindsay, additional, Huijben, Jilske, additional, Hutchinson, Peter J., additional, Jacobs, Bram, additional, Jankowski, Stefan, additional, Jarrett, Mike, additional, Jiang, Jiyao, additional, Johnson, Faye, additional, Jones, Kelly, additional, Karan, Mladen, additional, Kolias, Angelos G., additional, Kompanje, Erwin, additional, Kondziella, Daniel, additional, Kornaropoulos, Evgenios, additional, Koskinen, LarsOwe, additional, Kovács, Noémi, additional, Kowark, Ana, additional, Lagares, Alfonso, additional, Lanyon, Linda, additional, Laureys, Steven, additional, Lecky, Fiona, additional, Ledoux, Didier, additional, Lefering, Rolf, additional, Legrand, Valerie, additional, Lejeune, Aurelie, additional, Levi, Leon, additional, Lightfoot, Roger, additional, Lingsma, Hester, additional, Maas, Andrew I.R., additional, CastañoLeón, Ana M., additional, Maegele, Marc, additional, Majdan, Marek, additional, Manara, Alex, additional, Manley, Geoffrey, additional, Martino, Costanza, additional, Maréchal, Hugues, additional, Mattern, Julia, additional, McMahon, Catherine, additional, Melegh, Béla, additional, Menon, David, additional, Menovsky, Tomas, additional, Mikolic, Ana, additional, Misset, Benoit, additional, Muraleedharan, Visakh, additional, Murray, Lynnette, additional, Negru, Ancuta, additional, Nelson, David, additional, Newcombe, Virginia, additional, Nieboer, Daan, additional, Nyirádi, József, additional, Olubukola, Otesile, additional, Oresic, Matej, additional, Ortolano, Fabrizio, additional, Palotie, Aarno, additional, Parizel, Paul M., additional, Payen, JeanFrançois, additional, Perera, Natascha, additional, Perlbarg, Vincent, additional, Persona, Paolo, additional, Peul, Wilco, additional, Piippo-Karjalainen, Anna, additional, Pirinen, Matti, additional, Pisica, Dana, additional, Ples, Horia, additional, Polinder, Suzanne, additional, Pomposo, Inigo, additional, Posti, Jussi P., additional, Puybasset, Louis, additional, Radoi, Andreea, additional, Ragauskas, Arminas, additional, Raj, Rahul, additional, Rambadagalla, Malinka, additional, Retel Helmrich, Isabel, additional, Rhodes, Jonathan, additional, Richardson, Sylvia, additional, Richter, Sophie, additional, Ripatti, Samuli, additional, Rocka, Saulius, additional, Roe, Cecilie, additional, Roise, Olav, additional, Rosand, Jonathan, additional, Rosenfeld, Jeffrey V., additional, Rosenlund, Christina, additional, Rosenthal, Guy, additional, Rossaint, Rolf, additional, Rossi, Sandra, additional, Rueckert, Daniel, additional, Rusnák, Martin, additional, Sahuquillo, Juan, additional, Sakowitz, Oliver, additional, SanchezPorras, Renan, additional, Sandor, Janos, additional, Schäfer, Nadine, additional, Schmidt, Silke, additional, Schoechl, Herbert, additional, Schoonman, Guus, additional, Schou, Rico Frederik, additional, Schwendenwein, Elisabeth, additional, Sewalt, Charlie, additional, Singh, Ranjit D., additional, Skandsen, Toril, additional, Sorinola, Abayomi, additional, Stamatakis, Emmanuel, additional, Stanworth, Simon, additional, Stevens, Robert, additional, Stewart, William, additional, Steyerberg, Ewout W., additional, Sundström, Nina, additional, Takala, Riikka, additional, Tamás, Viktória, additional, Tamosuitis, Tomas, additional, Taylor, Mark Steven, additional, Ao, Braden Te, additional, Tenovuo, Olli, additional, Theadom, Alice, additional, Thomas, Matt, additional, Tibboel, Dick, additional, Timmers, Marjolein, additional, Tolias, Christos, additional, Trapani, Tony, additional, Tudora, Cristina Maria, additional, Unterberg, Andreas, additional, Vajkoczy, Peter, additional, Vallance, Shirley, additional, Valeinis, Egils, additional, Vámos, Zoltán, additional, van der Jagt, Mathieu, additional, Van der Steen, Gregory, additional, van der Naalt, Joukje, additional, van Dijck, Jeroen T.J.M., additional, van Erp, Inge A.M., additional, van Essen, Thomas A., additional, Van Hecke, Wim, additional, van Heugten, Caroline, additional, Van Praag, Dominique, additional, van Veen, Ernest, additional, Vande Vyvere, Thijs, additional, van Wijk, Roel P.J., additional, Vargiolu, Alessia, additional, Vega, Emmanuel, additional, Velt, Kimberley, additional, Verheyden, Jan, additional, Vespa, Paul M., additional, Vik, Anne, additional, Vilcinis, Rimantas, additional, Volovici, Victor, additional, von Steinbüchel, Nicole, additional, Voormolen, Daphne, additional, Vulekovic, Petar, additional, Wang, Kevin K.W., additional, Whitehouse, Daniel, additional, Wiegers, Eveline, additional, Williams, Guy, additional, Wilson, Lindsay, additional, Winzeck, Stefan, additional, Wolf, Stefan, additional, Yang, Zhihui, additional, Ylén, Peter, additional, Younsi, Alexander, additional, Zeiler, Frederick A., additional, Zelinkova, Veronika, additional, Ziverte, Agate, additional, and Zoerle, Tommaso, additional

Published
2023
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28. A theoretical study of the role of astrocyte activity in neuronal hyperexcitability using a new neuro-glial mass model

Author

Garnier, Aurélie, Vidal, Alexandre, and Benali, Habib

Subjects
Quantitative Biology - Neurons and Cognition, Mathematics - Dynamical Systems, 34C15, 34C23, 34C28, 34C46, 34C60, 34H20, 92C20, 92B25
Abstract

The investigation of the neuronal environment allows us to better understand the activity of a cerebral region as a whole. The recent experimental evidences of the presence of transporters for glutamate and GABA in both neuronal and astrocyte compartments raise the question of the functional importance of the astrocytes in the regulation of the neuronal activity. We propose a new computational model at the mesoscopic scale embedding the recent knowledge on the physiology of neuron and astrocyte coupled activities. The neural compartment is a neural mass model with double excitatory feedback, and the glial compartment focus on the dynamics of glutamate and GABA concentrations. Using the proposed model, we first study the impact of a deficiency in the reuptake of GABA by astrocytes, which implies an increase in GABA concentration in the extracellular space. A decrease in the frequency of neural activity is observed and explained from the dynamics analysis. Second, we investigate the neuronal response to a deficiency in the reuptake of Glutamate by the astrocytes. In this case, we identify three behaviors : the neural activity may either be reduced, or enhanced or, alternatively, may experience a transient of high activity before stabilizing around a new activity regime with a frequency close to the nominal one. After translating theoretically the neuronal excitability modulation using the bifurcation structure of the neural mass model, we state the conditions on the glial feedback parameters corresponding to each behavior., Comment: 22 pages, 11 figures, article preprint

Published
2015

30. Association of plasma YKL-40 with brain amyloid-β levels, memory performance, and sex in subjective memory complainers

Author

Bakardjian, Hovagim, Benali, Habib, Bertin, Hugo, Bonheur, Joel, Boukadida, Laurie, Boukerrou, Nadia, Cavedo, Enrica, Chiesa, Patrizia, Colliot, Olivier, Dubois, Bruno, Dubois, Marion, Epelbaum, Stéphane, Gagliardi, Geoffroy, Genthon, Remy, Habert, Marie-Odile, Hampel, Harald, Houot, Marion, Kas, Aurélie, Lamari, Foudil, Levy, Marcel, Lista, Simone, Metzinger, Christiane, Mochel, Fanny, Nyasse, Francis, Poisson, Catherine, Potier, Marie-Claude, Revillon, Marie, Santos, Antonio, Andrade, Katia Santos, Sole, Marine, Surtee, Mohmed, de Schotten, Michel Thiebaut, Vergallo, Andrea, Younsi, Nadjia, Afshar, Mohammad, Aguilar, Lisi Flores, Akman-Anderson, Leyla, Arenas, Joaquín, Ávila, Jesús, Babiloni, Claudio, Baldacci, Filippo, Batrla, Richard, Benda, Norbert, Black, Keith L., Bokde, Arun L.W., Bonuccelli, Ubaldo, Broich, Karl, Cacciola, Francesco, Caraci, Filippo, Caruso, Giuseppe, Castrillo†, Juan, Ceravolo, Roberto, Chiesa, Patrizia A., Corbo, Massimo, Corvol, Jean-Christophe, Cuello, Augusto Claudio, Cummings, Jeffrey L., Depypere, Herman, Duggento, Andrea, Emanuele, Enzo, Escott-Price, Valentina, Federoff, Howard, Ferretti, Maria Teresa, Fiandaca, Massimo, Frank, Richard A., Garaci, Francesco, Geerts, Hugo, Giacobini, Ezio, Giorgi, Filippo S., Goetzl, Edward J., Graziani, Manuela, Haberkamp, Marion, Hänisch, Britta, Herholz, Karl, Hernandez, Felix, Imbimbo, Bruno P., Kapogiannis, Dimitrios, Karran, Eric, Kiddle, Steven J., Kim, Seung H., Koronyo, Yosef, Koronyo-Hamaoui, Maya, Langevin, Todd, Lehéricy, Stéphane, Lemercier, Pablo, Llavero, Francisco, Lorenceau, Jean, Lucía, Alejandro, Mango, Dalila, Mapstone, Mark, Neri, Christian, Nisticò, Robert, O’bryant, Sid E., Palermo, Giovanni, Perry, George, Ritchie, Craig, Rossi, Simone, Saidi, Amira, Santarnecchi, Emiliano, Schneider, Lon S., Sporns, Olaf, Toschi, Nicola, Valenzuela, Pedro L., Vellas, Bruno, Verdooner, Steven R., Villain, Nicolas, Giudici, Kelly Virecoulon, Watling, Mark, Welikovitch, Lindsay A., Woodcock, Janet, Younesi, Erfan, Zugaza, José L., Zetterberg, Henrik, and Blennow, Kaj

Published
2020
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31. Informed consent procedures in patients with an acute inability to provide informed consent: Policy and practice in the CENTER-TBI study

Author

Åkerlund, Cecilia, Amrein, Krisztina, Andelic, Nada, Andreassen, Lasse, Anke, Audny, Antoni, Anna, Audibert, Gérard, Azouvi, Philippe, Azzolini, Maria Luisa, Bartels, Ronald, Barzó, Pál, Beauvais, Romuald, Beer, Ronny, Bellander, Bo-Michael, Belli, Antonio, Benali, Habib, Berardino, Maurizio, Beretta, Luigi, Blaabjerg, Morten, Bragge, Peter, Brazinova, Alexandra, Brinck, Vibeke, Brooker, Joanne, Brorsson, Camilla, Buki, Andras, Bullinger, Monika, Cabeleira, Manuel, Caccioppola, Alessio, Calappi, Emiliana, Calvi, Maria Rosa, Cameron, Peter, Lozano, Guillermo Carbayo, Carbonara, Marco, Cavallo, Simona, Chevallard, Giorgio, Chieregato, Arturo, Citerio, Giuseppe, Ceyisakar, Iris, Coburn, Mark, Coles, Jonathan, Cooper, Jamie D., Correia, Marta, Čović, Amra, Curry, Nicola, Czeiter, Endre, Czosnyka, Marek, Dahyot-Fizelier, Claire, Dark, Paul, Dawes, Helen, De Keyser, Véronique, Degos, Vincent, Corte, Francesco Della, den Boogert, Hugo, Depreitere, Bart, Đilvesi, Đula, Dixit, Abhishek, Donoghue, Emma, Dreier, Jens, Dulière, Guy-Loup, Ercole, Ari, Esser, Patrick, Ezer, Erzsébet, Fabricius, Martin, Feigin, Valery L., Foks, Kelly, Frisvold, Shirin, Furmanov, Alex, Gagliardo, Pablo, Galanaud, Damien, Gantner, Dashiell, Gao, Guoyi, George, Pradeep, Ghuysen, Alexandre, Giga, Lelde, Glocker, Ben, Golubovic, Jagoš, Gomez, Pedro A., Gratz, Johannes, Gravesteijn, Benjamin, Grossi, Francesca, Gruen, Russell L., Gupta, Deepak, Haagsma, Juanita A., Haitsma, Iain, Helbok, Raimund, Helseth, Eirik, Horton, Lindsay, Huijben, Jilske, Hutchinson, Peter J., Jacobs, Bram, Jankowski, Stefan, Jarrett, Mike, Jiang, Ji-Yao, Johnson, Faye, Jones, Kelly, Karan, Mladen, Kolias, Angelos G., Kompanje, Erwin, Kondziella, Daniel, Koraropoulos, Evgenios, Koskinen, Lars-Owe, Kovács, Noémi, Kowark, Ana, Lagares, Alfonso, Lanyon, Linda, Laureys, Steven, Lecky, Fiona, Ledoux, Didier, Lefering, Rolf, Legrand, Valerie, Lejeune, Aurelie, Levi, Leon, Lightfoot, Roger, Lingsma, Hester, Maas, Andrew I.R., Castaño-León, Ana M., Maegele, Marc, Majdan, Marek, Manara, Alex, Manley, Geoffrey, Martino, Costanza, Maréchal, Hugues, Mattern, Julia, McMahon, Catherine, Melegh, Béla, Menon, David, Menovsky, Tomas, Misset, Benoit, Mulazzi, Davide, Muraleedharan, Visakh, Murray, Lynnette, Negru, Ancuta, Nelson, David, Newcombe, Virginia, Nieboer, Daan, Nyirádi, József, Olubukola, Otesile, Oresic, Matej, Ortolano, Fabrizio, Palotie, Aarno, Parizel, Paul M., Payen, Jean-François, Perera, Natascha, Perlbarg, Vincent, Persona, Paolo, Peul, Wilco, Piippo-Karjalainen, Anna, Pirinen, Matti, Ples, Horia, Polinder, Suzanne, Pomposo, Inigo, Posti, Jussi P., Puybasset, Louis, Radoi, Andreea, Ragauskas, Arminas, Raj, Rahul, Rambadagalla, Malinka, Rhodes, Jonathan, Richardson, Sylvia, Richter, Sophie, Ripatti, Samuli, Rocka, Saulius, Roe, Cecilie, Roise, Olav, Rosand, Jonathan, Rosenfeld, Jeffrey V., Rosenlund, Christina, Rosenthal, Guy, Rossaint, Rolf, Rossi, Sandra, Rueckert, Daniel, Rusnák, Martin, Sahuquillo, Juan, Sakowitz, Oliver, Sanchez-Porras, Renan, Sandor, Janos, Schäfer, Nadine, Schmidt, Silke, Schoechl, Herbert, Schoonman, Guus, Schou, Rico Frederik, Schwendenwein, Elisabeth, Sewalt, Charlie, Skandsen, Toril, Smielewski, Peter, Sorinola, Abayomi, Stamatakis, Emmanuel, Stanworth, Simon, Stevens, Robert, Stewart, William, Steyerberg, Ewout W., Stocchetti, Nino, Sundström, Nina, Synnot, Anneliese, Takala, Riikka, Tamás, Viktória, Tamosuitis, Tomas, Taylor, Mark Steven, Ao, Braden Te, Tenovuo, Olli, Theadom, Alice, Thomas, Matt, Tibboel, Dick, Timmers, Marjolein, Tolias, Christos, Trapani, Tony, Tudora, Cristina Maria, Vajkoczy, Peter, Vallance, Shirley, Valeinis, Egils, Vámos, Zoltán, Van der Steen, Gregory, van der Naalt, Joukje, van Dijck, Jeroen T.J.M., van Essen, Thomas A., Van Hecke, Wim, van Heugten, Caroline, Van Praag, Dominique, Vyvere, Thijs Vande, van Wijk, Roel P.J., Vargiolu, Alessia, Vega, Emmanuel, Velt, Kimberley, Verheyden, Jan, Vespa, Paul M., Vik, Anne, Vilcinis, Rimantas, Volovici, Victor, von Steinbüchel, Nicole, Voormolen, Daphne, Vulekovic, Petar, Wang, Kevin K.W., Wiegers, Eveline, Williams, Guy, Wilson, Lindsay, Winzeck, Stefan, Wolf, Stefan, Yang, Zhihui, Ylén, Peter, Younsi, Alexander, Zeiler, Frederick A., Zelinkova, Veronika, Ziverte, Agate, Zoerle, Tommaso, van Veen, Ernest, Lingsma, Hester F., Menon, David K., Peul, Wilco C., and Kompanje, Erwin J.O.

Published
2020
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32. Tracheal intubation in traumatic brain injury: a multicentre prospective observational study

Author

Åkerlund, Cecilia, Amrein, Krisztina, Andelic, Nada, Andreassen, Lasse, Anke, Audny, Antoni, Anna, Audibert, Gérard, Azouvi, Philippe, Azzolini, Maria Luisa, Bartels, Ronald, Barzó, Pál, Beauvais, Romuald, Beer, Ronny, Bellander, Bo-Michael, Belli, Antonio, Benali, Habib, Berardino, Maurizio, Beretta, Luigi, Blaabjerg, Morten, Bragge, Peter, Brazinova, Alexandra, Brinck, Vibeke, Brooker, Joanne, Brorsson, Camilla, Buki, Andras, Bullinger, Monika, Cabeleira, Manuel, Caccioppola, Alessio, Calappi, Emiliana, Calvi, Maria Rosa, Cameron, Peter, Lozano, Guillermo Carbayo, Carbonara, Marco, Cavallo, Simona, Chevallard, Giorgio, Chieregato, Arturo, Citerio, Giuseppe, Ceyisakar, Iris, Clusmann, Hans, Coburn, Mark, Coles, Jonathan, Cooper, Jamie D., Correia, Marta, Čović, Amra, Curry, Nicola, Czeiter, Endre, Czosnyka, Marek, Dahyot-Fizelier, Claire, Dark, Paul, Dawes, Helen, De Keyser, Véronique, Degos, Vincent, Della Corte, Francesco, Boogert, Hugo den, Depreitere, Bart, Đilvesi, Đula, Dixit, Abhishek, Donoghue, Emma, Dreier, Jens, Dulière, Guy-Loup, Ercole, Ari, Esser, Patrick, Ezer, Erzsébet, Fabricius, Martin, Feigin, Valery L., Foks, Kelly, Frisvold, Shirin, Furmanov, Alex, Gagliardo, Pablo, Galanaud, Damien, Gantner, Dashiell, Gao, Guoyi, George, Pradeep, Ghuysen, Alexandre, Giga, Lelde, Glocker, Ben, Golubovic, Jagoš, Gomez, Pedro A., Gratz, Johannes, Gravesteijn, Benjamin, Grossi, Francesca, Gruen, Russell L., Gupta, Deepak, Haagsma, Juanita A., Haitsma, Iain, Helbok, Raimund, Helseth, Eirik, Horton, Lindsay, Huijben, Jilske, Hutchinson, Peter J., Jacobs, Bram, Jankowski, Stefan, Jarrett, Mike, Jiang, Ji-yao, Johnson, Faye, Jones, Kelly, Karan, Mladen, Kolias, Angelos G., Kompanje, Erwin, Kondziella, Daniel, Koraropoulos, Evgenios, Koskinen, Lars-Owe, Kovács, Noémi, Kowark, Ana, Lagares, Alfonso, Lanyon, Linda, Laureys, Steven, Lecky, Fiona, Ledoux, Didier, Lefering, Rolf, Legrand, Valerie, Lejeune, Aurelie, Levi, Leon, Lightfoot, Roger, Lingsma, Hester, Maas, Andrew I.R., Castaño-León, Ana M., Maegele, Marc, Majdan, Marek, Manara, Alex, Manley, Geoffrey, Martino, Costanza, Maréchal, Hugues, Mattern, Julia, McMahon, Catherine, Melegh, Béla, Menon, David, Menovsky, Tomas, Mikolic, Ana, Misset, Benoit, Muraleedharan, Visakh, Murray, Lynnette, Negru, Ancuta, Nelson, David, Newcombe, Virginia, Nieboer, Daan, Nyirádi, József, Olubukola, Otesile, Oresic, Matej, Ortolano, Fabrizio, Palotie, Aarno, Parizel, Paul M., Payen, Jean-François, Perera, Natascha, Perlbarg, Vincent, Persona, Paolo, Peul, Wilco, Piippo-Karjalainen, Anna, Pirinen, Matti, Ples, Horia, Polinder, Suzanne, Pomposo, Inigo, Posti, Jussi P., Puybasset, Louis, Radoi, Andreea, Ragauskas, Arminas, Raj, Rahul, Rambadagalla, Malinka, Rhodes, Jonathan, Richardson, Sylvia, Richter, Sophie, Ripatti, Samuli, Rocka, Saulius, Roe, Cecilie, Roise, Olav, Rosand, Jonathan, Rosenfeld, Jeffrey V., Rosenlund, Christina, Rosenthal, Guy, Rossaint, Rolf, Rossi, Sandra, Rueckert, Daniel, Rusnák, Martin, Sahuquillo, Juan, Sakowitz, Oliver, Sanchez-Porras, Renan, Sandor, Janos, Schäfer, Nadine, Schmidt, Silke, Schoechl, Herbert, Schoonman, Guus, Schou, Rico Frederik, Schwendenwein, Elisabeth, Sewalt, Charlie, Skandsen, Toril, Smielewski, Peter, Sorinola, Abayomi, Stamatakis, Emmanuel, Stanworth, Simon, Stevens, Robert, Stewart, William, Steyerberg, Ewout W., Stocchetti, Nino, Sundström, Nina, Synnot, Anneliese, Takala, Riikka, Tamás, Viktória, Tamosuitis, Tomas, Taylor, Mark Steven, Ao, Braden Te, Tenovuo, Olli, Theadom, Alice, Thomas, Matt, Tibboel, Dick, Timmers, Marjolein, Tolias, Christos, Trapani, Tony, Tudora, Cristina Maria, Vajkoczy, Peter, Vallance, Shirley, Valeinis, Egils, Vámos, Zoltán, van der Jagt, Mathieu, Van der Steen, Gregory, van der Naalt, Joukje, van Dijck, Jeroen T.J.M., van Essen, Thomas A., Van Hecke, Wim, van Heugten, Caroline, Van Praag, Dominique, Vyvere, Thijs Vande, van Wijk, Roel P.J., Vargiolu, Alessia, Vega, Emmanuel, Velt, Kimberley, Verheyden, Jan, Vespa, Paul M., Vik, Anne, Vilcinis, Rimantas, Volovici, Victor, von Steinbüchel, Nicole, Voormolen, Daphne, Vulekovic, Petar, Wang, Kevin K.W., Wiegers, Eveline, Williams, Guy, Wilson, Lindsay, Winzeck, Stefan, Wolf, Stefan, Yang, Zhihui, Ylén, Peter, Younsi, Alexander, Zeiler, Frederick A., Zelinkova, Veronika, Ziverte, Agate, Zoerle, Tommaso, Gravesteijn, Benjamin Yael, Sewalt, Charlie Aletta, Menon, David Krishna, Maas, Andrew, Klimek, Markus, and Lingsma, Hester Floor

Published
2020
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33. Machine learning algorithms performed no better than regression models for prognostication in traumatic brain injury

Author

Åkerlund, Cecilia, Amrein, Krisztina, Andelic, Nada, Andreassen, Lasse, Anke, Audny, Antoni, Anna, Audibert, Gérard, Azouvi, Philippe, Azzolini, Maria Luisa, Bartels, Ronald, Barzó, Pál, Beauvais, Romuald, Beer, Ronny, Bellander, Bo-Michael, Belli, Antonio, Benali, Habib, Berardino, Maurizio, Beretta, Luigi, Blaabjerg, Morten, Bragge, Peter, Brazinova, Alexandra, Brinck, Vibeke, Brooker, Joanne, Brorsson, Camilla, Buki, Andras, Bullinger, Monika, Cabeleira, Manuel, Caccioppola, Alessio, Calappi, Emiliana, Calvi, Maria Rosa, Cameron, Peter, Lozano, Guillermo Carbayo, Carbonara, Marco, Chevallard, Giorgio, Chieregato, Arturo, Citerio, Giuseppe, Cnossen, Maryse, Coburn, Mark, Coles, Jonathan, Cooper, D. Jamie, Correia, Marta, Čović, Amra, Curry, Nicola, Czeiter, Endre, Czosnyka, Marek, Dahyot-Fizelier, Claire, Dawes, Helen, De Keyser, Véronique, Degos, Vincent, Della Corte, Francesco, Boogert, Hugo den, Depreitere, Bart, Đilvesi, Đula, Dixit, Abhishek, Donoghue, Emma, Guy-Loup Dulière, Jens Dreier, Ercole, Ari, Esser, Patrick, Martin Fabricius, Erzsébet Ezer, Feigin, Kelly Foks, Valery L., Frisvold, Shirin, Furmanov, Alex, Gagliardo, Pablo, Galanaud, Damien, Gantner, Dashiell, Gao, Guoyi, George, Pradeep, Ghuysen, Alexandre, Giga, Lelde, Glocker, Ben, Golubovic, Jagoš, Gomez, Pedro A., Gratz, Johannes, Gravesteijn, Benjamin, Grossi, Francesca, Gruen, Russell L., Gupta, Deepak, Haagsma, Juanita A., Haitsma, Iain, Helbok, Raimund, Helseth, Eirik, Horton, Lindsay, Huijben, Jilske, Hutchinson, Peter J., Jacobs, Bram, Jankowski, Stefan, Ji-yao Jiang, Mike Jarrett, Jones, Kelly, Karan, Mladen, Kolias, Angelos G., Kompanje, Erwin, Kondziella, Daniel, Koraropoulos, Evgenios, Koskinen, Lars-Owe, Kovács, Noémi, Lagares, Alfonso, Lanyon, Linda, Laureys, Steven, Lecky, Fiona, Lefering, Rolf, Legrand, Valerie, Lejeune, Aurelie, Levi, Leon, Lightfoot, Roger, Lingsma, Hester, Maas, Andrew I.R., Castaño-León, Ana M., Maegele, Marc, Majdan, Marek, Manara, Alex, Manley, Geoffrey, Martino, Costanza, Maréchal, Hugues, Mattern, Julia, McMahon, Catherine, Melegh, Béla, Menon, David, Menovsky, Tomas, Mulazzi, Davide, Muraleedharan, Visakh, Murray, Lynnette, Nair, Nandesh, Negru, Ancuta, Nelson, David, Newcombe, Virginia, Nieboer, Daan, Noirhomme, Quentin, Nyirádi, József, Olubukola, Otesile, Oresic, Matej, Ortolano, Fabrizio, Palotie, Aarno, Parizel, Paul M., Payen, Jean-François, Perera, Natascha, Perlbarg, Vincent, Persona, Paolo, Peul, Wilco, Piippo-Karjalainen, Anna, Pirinen, Matti, Ples, Horia, Polinder, Suzanne, Pomposo, Inigo, Posti, Jussi P., Puybasset, Louis, Radoi, Andreea, Ragauskas, Arminas, Raj, Rahul, Rambadagalla, Malinka, Real, Ruben, Rhodes, Jonathan, Richardson, Sylvia, Richter, Sophie, Ripatti, Samuli, Rocka, Saulius, Roe, Cecilie, Roise, Olav, Rosand, Jonathan, Rosenfeld, Jeffrey V., Rosenlund, Christina, Rosenthal, Guy, Rossaint, Rolf, Rossi, Sandra, Rueckert, Daniel, Rusnák, Martin, Sahuquillo, Juan, Sakowitz, Oliver, Sanchez-Porras, Renan, Sandor, Janos, Schäfer, Nadine, Schmidt, Silke, Schoechl, Herbert, Schoonman, Guus, Schou, Rico Frederik, Schwendenwein, Elisabeth, Sewalt, Charlie, Skandsen, Toril, Smielewski, Peter, Sorinola, Abayomi, Stamatakis, Emmanuel, Stanworth, Simon, Kowark, Ana, Stevens, Robert, Stewart, William, Steyerberg, Ewout W., Stocchetti, Nino, Sundström, Nina, Synnot, Anneliese, Takala, Riikka, Tamás, Viktória, Tamosuitis, Tomas, Taylor, Mark Steven, Ao, Braden Te, Tenovuo, Olli, Theadom, Alice, Thomas, Matt, Tibboel, Dick, Timmers, Marjolein, Tolias, Christos, Trapani, Tony, Tudora, Cristina Maria, Vajkoczy, Peter, Vallance, Shirley, Valeinis, Egils, Vámos, Zoltán, Van der Steen, Gregory, van der Naalt, Joukje, van Dijck, Jeroen T.J.M., van Essen, Thomas A., Van Hecke, Wim, van Heugten, Caroline, Van Praag, Dominique, Vyvere, Thijs Vande, Vanhaudenhuyse, Audrey, van Wijk, Roel P.J., Vargiolu, Alessia, Vega, Emmanuel, Velt, Kimberley, Verheyden, Jan, Vespa, Paul M., Vik, Anne, Vilcinis, Rimantas, Volovici, Victor, von Steinbüchel, Nicole, Voormolen, Daphne, Vulekovic, Petar, Wang, Kevin K.W., Wiegers, Eveline, Williams, Guy, Wilson, Lindsay, Winzeck, Stefan, Wolf, Stefan, Yang, Zhihui, Ylén, Peter, Younsi, Alexander, Zeiler, Frederik A., Zelinkova, Veronika, Ziverte, Agate, Zoerle, Tommaso, Gravesteijn, Benjamin Y., Lingsma, Hester F., and van Calster, Ben

Published
2020
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34. Preclinical Alzheimer's disease: Definition, natural history, and diagnostic criteria.

Author

Dubois, Bruno, Hampel, Harald, Feldman, Howard H, Scheltens, Philip, Aisen, Paul, Andrieu, Sandrine, Bakardjian, Hovagim, Benali, Habib, Bertram, Lars, Blennow, Kaj, Broich, Karl, Cavedo, Enrica, Crutch, Sebastian, Dartigues, Jean-François, Duyckaerts, Charles, Epelbaum, Stéphane, Frisoni, Giovanni B, Gauthier, Serge, Genthon, Remy, Gouw, Alida A, Habert, Marie-Odile, Holtzman, David M, Kivipelto, Miia, Lista, Simone, Molinuevo, José-Luis, O'Bryant, Sid E, Rabinovici, Gil D, Rowe, Christopher, Salloway, Stephen, Schneider, Lon S, Sperling, Reisa, Teichmann, Marc, Carrillo, Maria C, Cummings, Jeffrey, Jack, Cliff R, Proceedings of the Meeting of the International Working Group (IWG) and the American Alzheimer's Association on “The Preclinical State of AD”, July 23, 2015, and Washington DC, USA

Subjects
Proceedings of the Meeting of the International Working Group (IWG) and the American Alzheimer's Association on “The Preclinical State of AD”, July 23, 2015, Washington DC, USA, Brain, Animals, Humans, Alzheimer Disease, Disease Progression, Alzheimer's disease, Amyloid PET, Asymptomatic, Biomarkers, Blood biomarkers, CSF biomarkers, Diagnostic criteria, Genetics, MRI, Pathophysiology, Preclinical, Tau PET, Alzheimer's Disease including Alzheimer's Disease Related Dementias (AD/ADRD), Aging, Neurodegenerative, Dementia, Alzheimer's Disease, Brain Disorders, Acquired Cognitive Impairment, Human Genome, Neurosciences, Neurological, Clinical Sciences, Geriatrics
Abstract

During the past decade, a conceptual shift occurred in the field of Alzheimer's disease (AD) considering the disease as a continuum. Thanks to evolving biomarker research and substantial discoveries, it is now possible to identify the disease even at the preclinical stage before the occurrence of the first clinical symptoms. This preclinical stage of AD has become a major research focus as the field postulates that early intervention may offer the best chance of therapeutic success. To date, very little evidence is established on this "silent" stage of the disease. A clarification is needed about the definitions and lexicon, the limits, the natural history, the markers of progression, and the ethical consequence of detecting the disease at this asymptomatic stage. This article is aimed at addressing all the different issues by providing for each of them an updated review of the literature and evidence, with practical recommendations.

Published
2016

35. Bayesian workflow for the investigation of hierarchical classification models from tau-PET and structural MRI data across the Alzheimer’s disease spectrum

Author

Belasso, Clyde J., primary, Cai, Zhengchen, additional, Bezgin, Gleb, additional, Pascoal, Tharick, additional, Stevenson, Jenna, additional, Rahmouni, Nesrine, additional, Tissot, Cécile, additional, Lussier, Firoza, additional, Rosa-Neto, Pedro, additional, Soucy, Jean-Paul, additional, Rivaz, Hassan, additional, and Benali, Habib, additional

Published
2023
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38. Comparative effectiveness of decompressive craniectomy versus craniotomy for traumatic acute subdural hematoma (CENTER-TBI): an observational cohort study

Author

van Essen, Thomas A., primary, van Erp, Inge A.M., additional, Lingsma, Hester F., additional, Pisică, Dana, additional, Yue, John K., additional, Singh, Ranjit D., additional, van Dijck, Jeroen T.J.M., additional, Volovici, Victor, additional, Younsi, Alexander, additional, Kolias, Angelos, additional, Peppel, Lianne D., additional, Heijenbrok-Kal, Majanka, additional, Ribbers, Gerard M., additional, Menon, David K., additional, Hutchinson, Peter J.A., additional, Manley, Geoffrey T., additional, Depreitere, Bart, additional, Steyerberg, Ewout W., additional, Maas, Andrew I.R., additional, de Ruiter, Godard C.W., additional, Peul, Wilco C., additional, Åkerlund, Cecilia, additional, Amrein, Krisztina, additional, Andelic, Nada, additional, Andreassen, Lasse, additional, Anke, Audny, additional, Antoni, Anna, additional, Audibert, Gérard, additional, Azouvi, Philippe, additional, Azzolini, Maria Luisa, additional, Bartels, Ronald, additional, Barzó, Pál, additional, Beauvais, Romuald, additional, Beer, Ronny, additional, Bellander, Bo-Michael, additional, Belli, Antonio, additional, Benali, Habib, additional, Berardino, Maurizio, additional, Beretta, Luigi, additional, Blaabjerg, Morten, additional, Bragge, Peter, additional, Brazinova, Alexandra, additional, Brinck, Vibeke, additional, Brooker, Joanne, additional, Brorsson, Camilla, additional, Buki, Andras, additional, Bullinger, Monika, additional, Cabeleira, Manuel, additional, Caccioppola, Alessio, additional, Calappi, Emiliana, additional, Calvi, Maria Rosa, additional, Cameron, Peter, additional, Lozano, Guillermo Carbayo, additional, Carbonara, Marco, additional, Castaño-León, Ana M., additional, Cavallo, Simona, additional, Chevallard, Giorgio, additional, Chieregato, Arturo, additional, Citerio, Giuseppe, additional, Clusmann, Hans, additional, Coburn, Mark Steven, additional, Coles, Jonathan, additional, Cooper, Jamie D., additional, Correia, Marta, additional, Čović, Amra, additional, Curry, Nicola, additional, Czeiter, Endre, additional, Czosnyka, Marek, additional, Dahyot-Fizelier, Claire, additional, Dark, Paul, additional, Dawes, Helen, additional, De Keyser, Véronique, additional, Degos, Vincent, additional, Della Corte, Francesco, additional, Boogert, Hugo den, additional, Đilvesi, Đula, additional, Dixit, Abhishek, additional, Donoghue, Emma, additional, Dreier, Jens, additional, Dulière, Guy-Loup, additional, Ercole, Ari, additional, Esser, Patrick, additional, Ezer, Erzsébet, additional, Fabricius, Martin, additional, Feigin, Valery L., additional, Foks, Kelly, additional, Frisvold, Shirin, additional, Furmanov, Alex, additional, Gagliardo, Pablo, additional, Galanaud, Damien, additional, Gantner, Dashiell, additional, Gao, Guoyi, additional, George, Pradeep, additional, Ghuysen, Alexandre, additional, Giga, Lelde, additional, Glocker, Ben, additional, Golubović, Jagoš, additional, Gomez, Pedro A., additional, Gratz, Johannes, additional, Gravesteijn, Benjamin, additional, Grossi, Francesca, additional, Gruen, Russell L., additional, Gupta, Deepak, additional, Haagsma, Juanita A., additional, Haitsma, Iain, additional, Helbok, Raimund, additional, Helseth, Eirik, additional, Horton, Lindsay, additional, Huijben, Jilske, additional, Hutchinson, Peter J., additional, Jacobs, Bram, additional, Jankowski, Stefan, additional, Jarrett, Mike, additional, Jiang, Ji-yao, additional, Johnson, Faye, additional, Jones, Kelly, additional, Karan, Mladen, additional, Kolias, Angelos G., additional, Kompanje, Erwin, additional, Kondziella, Daniel, additional, Kornaropoulos, Evgenios, additional, Koskinen, Lars-Owe, additional, Kovács, Noémi, additional, Lagares, Alfonso, additional, Lanyon, Linda, additional, Laureys, Steven, additional, Lecky, Fiona, additional, Ledoux, Didier, additional, Lefering, Rolf, additional, Legrand, Valerie, additional, Lejeune, Aurelie, additional, Levi, Leon, additional, Lightfoot, Roger, additional, Lingsma, Hester, additional, Maegele, Marc, additional, Majdan, Marek, additional, Manara, Alex, additional, Manley, Geoffrey, additional, Maréchal, Hugues, additional, Martino, Costanza, additional, Mattern, Julia, additional, McMahon, Catherine, additional, Melegh, Béla, additional, Menon, David, additional, Menovsky, Tomas, additional, Mikolic, Ana, additional, Misset, Benoit, additional, Muraleedharan, Visakh, additional, Murray, Lynnette, additional, Nair, Nandesh, additional, Negru, Ancuta, additional, Nelson, David, additional, Newcombe, Virginia, additional, Nieboer, Daan, additional, Nyirádi, József, additional, Oresic, Matej, additional, Ortolano, Fabrizio, additional, Otesile, Olubukola, additional, Palotie, Aarno, additional, Parizel, Paul M., additional, Payen, Jean-François, additional, Perera, Natascha, additional, Perlbarg, Vincent, additional, Persona, Paolo, additional, Peul, Wilco, additional, Piippo-Karjalainen, Anna, additional, Pirinen, Matti, additional, Pisica, Dana, additional, Ples, Horia, additional, Polinder, Suzanne, additional, Pomposo, Inigo, additional, Posti, Jussi P., additional, Puybasset, Louis, additional, Rădoi, Andreea, additional, Ragauskas, Arminas, additional, Raj, Rahul, additional, Rambadagalla, Malinka, additional, Rehorčíková, Veronika, additional, Helmrich, Isabel Retel, additional, Rhodes, Jonathan, additional, Richardson, Sylvia, additional, Richter, Sophie, additional, Ripatti, Samuli, additional, Rocka, Saulius, additional, Roe, Cecilie, additional, Roise, Olav, additional, Rosand, Jonathan, additional, Rosenfeld, Jeffrey, additional, Rosenlund, Christina, additional, Rosenthal, Guy, additional, Rossaint, Rolf, additional, Rossi, Sandra, additional, Rueckert, Daniel, additional, Rusnák, Martin, additional, Sahuquillo, Juan, additional, Sakowitz, Oliver, additional, Sanchez-Porras, Renan, additional, Sandor, Janos, additional, Schäfer, Nadine, additional, Schmidt, Silke, additional, Schoechl, Herbert, additional, Schoonman, Guus, additional, Schou, Rico Frederik, additional, Schwendenwein, Elisabeth, additional, Sewalt, Charlie, additional, Skandsen, Toril, additional, Smielewski, Peter, additional, Sorinola, Abayomi, additional, Stamatakis, Emmanuel, additional, Stanworth, Simon, additional, Kowark, Ana, additional, Stevens, Robert, additional, Stewart, William, additional, Stocchetti, Nino, additional, Sundström, Nina, additional, Takala, Riikka, additional, Tamás, Viktória, additional, Tamosuitis, Tomas, additional, Taylor, Mark Steven, additional, Ao, Braden Te, additional, Tenovuo, Olli, additional, Theadom, Alice, additional, Thomas, Matt, additional, Tibboel, Dick, additional, Timmers, Marjolijn, additional, Tolias, Christos, additional, Trapani, Tony, additional, Tudora, Cristina Maria, additional, Unterberg, Andreas, additional, Vajkoczy, Peter, additional, Valeinis, Egils, additional, Vallance, Shirley, additional, Vámos, Zoltán, additional, Van der Jagt, Mathieu, additional, van der Naalt, Joukje, additional, Van der Steen, Gregory, additional, van Essen, Thomas A., additional, Van Hecke, Wim, additional, van Heugten, Caroline, additional, Van Praag, Dominique, additional, Van Veen, Ernest, additional, van Wijk, Roel, additional, Vyvere, Thijs Vande, additional, Vargiolu, Alessia, additional, Vega, Emmanuel, additional, Velt, Kimberley, additional, Verheyden, Jan, additional, Vespa, Paul M., additional, Vik, Anne, additional, Vilcinis, Rimantas, additional, von Steinbüchel, Nicole, additional, Voormolen, Daphne, additional, Vulekovic, Petar, additional, Wang, Kevin K.W., additional, Wiegers, Eveline, additional, Williams, Guy, additional, Wilson, Lindsay, additional, Winzeck, Stefan, additional, Wolf, Stefan, additional, Yang, Zhihui, additional, Ylén, Peter, additional, Zeiler, Frederick A., additional, Ziverte, Agate, additional, and Zoerle, Tommaso, additional

Published
2023
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39. Biomarker-guided clustering of Alzheimer's disease clinical syndromes

Author

Bakardjian, Hovagim, Benali, Habib, Bertin, Hugo, Bonheur, Joel, Boukadida, Laurie, Boukerrou, Nadia, Cavedo, Enrica, Chiesa, Patrizia, Colliot, Olivier, Dubois, Bruno, Dubois, Marion, Epelbaum, Stéphane, Gagliardi, Geoffroy, Genthon, Remy, Habert, Marie-Odile, Hampel, Harald, Houot, Marion, Kas, Aurélie, Lamari, Foudil, Levy, Marcel, Lista, Simone, Metzinger, Christiane, Mochel, Fanny, Nyasse, Francis, Poisson, Catherine, Potier, Marie-Claude, Revillon, Marie, Santos, Antonio, Andrade, Katia Santos, Sole, Marine, Surtee, Mohmed, Thiebaut de Schotten, Michel, Vergallo, Andrea, Younsi, Nadjia, Toschi, Nicola, Baldacci, Filippo, Zetterberg, Henrik, Blennow, Kaj, Kilimann, Ingo, Teipel, Stefan J., Melo dos Santos, Antonio, Floris, Roberto, and Garaci, Francesco

Published
2019
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40. Case-mix, care pathways, and outcomes in patients with traumatic brain injury in CENTER-TBI: a European prospective, multicentre, longitudinal, cohort study

Author

Ackerlund, Cecilia, Amrein, Krisztina, Andelic, Nada, Andreassen, Lasse, Anke, Audny, Antoni, Anna, Audibert, Gérard, Auslands, Kaspars, Azouvi, Philippe, Azzolini, Maria Luisa, Badenes, Rafael, Bartels, Ronald, Barzó, Pál, Beauvais, Romuald, Beer, Ronny, Bellander, Bo-Michael, Belli, Antonio, Benali, Habib, Berardino, Maurizio, Beretta, Luigi, Blaabjerg, Morten, Bragge, Peter, Brazinova, Alexandra, Brinck, Vibeke, Brooker, Joanne, Brorsson, Camilla, Buki, Andras, Bullinger, Monika, Cabeleira, Manuel, Caccioppola, Alessio, Calappi, Emiliana, Calvi, Maria Rosa, Cameron, Peter, Carbayo Lozano, Guillermo, Carbonara, Marco, Castaño-León, Ana M, Chevallard, Giorgio, Chieregato, Arturo, Cnossen, Maryse, Coburn, Mark, Coles, Jonathan, Cooper, Jamie D, Correia, Marta, Čović, Amra, Curry, Nicola, Czeiter, Endre, Czosnyka, Marek, Dahyot-Fizelier, Claire, Dawes, Helen, Degos, Vincent, Della Corte, Francesco, den Boogert, Hugo, Depreitere, Bart, Dijkland, Simone, Đilvesi, Đula, Dixit, Abhishek, Donoghue, Emma, Dreier, Jens, Dulière, Guy-Loup, Ercole, Ari, Esser, Patrick, Ezer, Erzsébet, Fabricius, Martin, Feigin, Valery L, Foks, Kelly, Frisvold, Shirin, Furmanov, Alex, Gagliardo, Pablo, Galanaud, Damien, Gantner, Dashiell, Gao, Guoyi, George, Pradeep, Ghuysen, Alexandre, Giga, Lelde, Glocker, Ben, Golubović, Jagoš, Gomez, Pedro A, Gratz, Johannes, Gravesteijn, Benjamin, Grossi, Francesca, Gruen, Russell L, Gupta, Deepak, Haagsma, Juanita A., Haitsma, Iain, Helbok, Raimund, Helseth, Eirik, Horton, Lindsay, Huijben, Jilske, Hutchinson, Peter J, Jacobs, Bram, Jankowski, Stefan, Jarrett, Mike, Jiang, Ji-yao, Jones, Kelly, Karan, Mladen, Kolias, Angelos G, Kompanje, Erwin, Kondziella, Daniel, Koraropoulos, Evgenios, Koskinen, Lars-Owe, Kovács, Noémi, Lagares, Alfonso, Lanyon, Linda, Laureys, Steven, Lefering, Rolf, Legrand, Valerie, Lejeune, Aurelie, Levi, Leon, Lightfoot, Roger, Lozano, Angels, Maegele, Marc, Majdan, Marek, Manara, Alex, Maréchal, Hugues, Martino, Costanza, Mattern, Julia, McMahon, Catherine, Melegh, Béla, Menovsky, Tomas, Mulazzi, Davide, Muraleedharan, Visakh, Murray, Lynnette, Nair, Nandesh, Negru, Ancuta, Newcombe, Virginia, Nieboer, Daan, Noirhomme, Quentin, Nyirádi, József, Oddo, Mauro, Oresic, Matej, Ortolano, Fabrizio, Otesile, Olubukola, Palotie, Aarno, Parizel, Paul M, Payen, Jean-François, Perera, Natascha, Perlbarg, Vincent, Persona, Paolo, Piippo-Karjalainen, Anna, Pili Floury, Sébastien, Pirinen, Matti, Ples, Horia, Polinder, Suzanne, Pomposo, Inigo, Posti, Jussi P, Puybasset, Louis, Rădoi, Andreea, Ragauskas, Arminas, Raj, Rahul, Rambadagalla, Malinka, Real, Ruben, Rhodes, Jonathan, Richardson, Sylvia, Richter, Sophie, Ripatti, Samuli, Rocka, Saulius, Roe, Cecilie, Roise, Olav, Rosand, Jonathan, Rosenfeld, Jeffrey V, Rosenlund, Christina, Rosenthal, Guy, Rossaint, Rolf, Rossi, Sandra, Rueckert, Daniel, Rusnák, Martin, Sahuquillo, Juan, Sakowitz, Oliver, Sanchez-Porras, Renan, Sandor, Janos, Schäfer, Nadine, Schmidt, Silke, Schoechl, Herbert, Schoonman, Guus, Schou, Rico Frederik, Schwendenwein, Elisabeth, Skandsen, Toril, Smielewski, Peter, Sorinola, Abayomi, Stamatakis, Emmanuel, Stanworth, Simon, Stevanovic, Ana, Stevens, Robert, Stewart, William, Sundström, Nina, Synnot, Anneliese, Takala, Riikka, Tamás, Viktória, Tamosuitis, Tomas, Taylor, Mark Steven, Te Ao, Braden, Tenovuo, Olli, Theadom, Alice, Thomas, Matt, Tibboel, Dick, Timmers, Marjolijn, Tolias, Christos, Trapani, Tony, Tudora, Cristina Maria, Vajkoczy, Peter, Valeinis, Egils, Vallance, Shirley, Vámos, Zoltán, van der Naalt, Joukje, Van der Steen, Gregory, van Dijck, Jeroen T J M, van Essen, Thomas A., Van Hecke, Wim, van Heugten, Caroline, Van Praag, Dominique, van Wijk, Roel P J, Vande Vyvere, Thijs, Vanhaudenhuyse, Audrey, Vargiolu, Alessia, Vega, Emmanuel, Velt, Kimberley, Verheyden, Jan, Vespa, Paul M, Vik, Anne, Vilcinis, Rimantas, Volovici, Victor, Voormolen, Daphne, Vulekovic, Petar, Wang, Kevin K W, Williams, Guy, Wilson, Lindsay, Winzeck, Stefan, Wolf, Stefan, Yang, Zhihui, Ylén, Peter, Younsi, Alexander, Zeiler, Frederick A, Zelinkova, Veronika, Ziverte, Agate, Zoerle, Tommaso, Steyerberg, Ewout W, Wiegers, Eveline, Sewalt, Charlie, Citerio, Giuseppe, De Keyser, Véronique, Kunzmann, Kevin, Lecky, Fiona, Lingsma, Hester, Manley, Geoffrey, Nelson, David, Peul, Wilco, Stocchetti, Nino, von Steinbüchel, Nicole, Maas, Andrew I R, and Menon, David K

Published
2019
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41. Differential default mode network trajectories in asymptomatic individuals at risk for Alzheimer's disease

Author

Bakardjian, Hovagim, Benali, Habib, Bertin, Hugo, Bonheur, Joel, Boukadida, Laurie, Boukerrou, Nadia, Cavedo, Enrica, Chiesa, Patrizia, Colliot, Olivier, Dubois, Bruno, Dubois, Marion, Epelbaum, Stéphane, Gagliardi, Geoffroy, Genthon, Remy, Habert, Marie-Odile, Hampel, Harald, Houot, Marion, Kas, Aurélie, Lamari, Foudil, Levy, Marcel, Lista, Simone, Metzinger, Christiane, Mochel, Fanny, Nyasse, Francis, Poisson, Catherine, Potier, Marie-Claude, Revillon, Marie, Santos, Antonio, Andrade, Katia Santos, Sole, Marine, Surtee, Mohmed, de Schotten, Michel Thiebaud, Vergallo, Andrea, Younsi, Nadjia, Afshar, Mohammad, Aguilar, Lisi Flores, Akman-Anderson, Leyla, Arenas, Joaquín, Avila, Jesus, Babiloni, Claudio, Baldacci, Filippo, Batrla, Richard, Benda, Norbert, Black, Keith L., Bokde, Arun L.W., Bonuccelli, Ubaldo, Broich, Karl, Cacciola, Francesco, Caraci, Filippo, Castrillo, Juan, Ceravolo, Roberto, Chiesa, Patrizia A., Corvol, Jean-Christophe, Cuello, Augusto Claudio, Cummings, Jeffrey L., Depypere, Herman, Duggento, Andrea, Emanuele, Enzo, Escott-Price, Valentina, Federoff, Howard, Ferretti, Maria Teresa, Fiandaca, Massimo, Frank, Richard A., Garaci, Francesco, Geerts, Hugo, Giorgi, Filippo S., Goetzl, Edward J., Graziani, Manuela, Haberkamp, Marion, Herholz, Karl, Hernandez, Felix, Kapogiannis, Dimitrios, Karran, Eric, Kiddle, Steven J., Kim, Seung H., Koronyo, Yosef, Koronyo-Hamaoui, Maya, Langevin, Todd, Lehéricy, Stéphane, Lucía, Alejandro, Lorenceau, Jean, Mango, Dalila, Mapstone, Mark, Neri, Christian, Nisticó, Robert, O’Bryant, Sid E., Palermo, Giovanni, Perry, George, Ritchie, Craig, Rossi, Simone, Saidi, Amira, Santarnecchi, Emiliano, Schneider, Lon S., Sporns, Olaf, Toschi, Nicola, Verdooner, Steven R., Villain, Nicolas, Welikovitch, Lindsay A., Woodcock, Janet, Younesi, Erfan, and Thiebaut de Schotten, Michel

Published
2019
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42. Subjective cognitive decline and rates of incident Alzheimer's disease and non–Alzheimer's disease dementia

Author

Boada, Mercè, de Deyn, Peter Paul, Jones, Roy, Frisoni, Giovanni, Spiru, Luiza, Nobili, Flavio, Freund-Levi, Yvonne, Soininen, Hilkka, Verhey, Frans, Wallin, Åsa K., Touchon, Jacques, Rikkert, Marcel Olde, Rigaud, Anne-Sophie, Bullock, Roger, Tsolaki, Magda, Vellas, Bruno, Wilcock, Gordon, Hampel, Harald, Froelich, Lutz, Bakardjian, Hovagim, Benali, Habib, Bertin, Hugo, Bonheur, Joel, Boukadida, Laurie, Boukerrou, Nadia, Cavedo, Enrica, Chiesa, Patrizia, Colliot, Olivier, Dubois, Bruno, Dubois, Marion, Epelbaum, Stéphane, Gagliardi, Geoffroy, Genthon, Remy, Habert, Marie-Odile, Houot, Marion, Kas, Aurélie, Lamari, Foudil, Levy, Marcel, Lista, Simone, Metzinger, Christiane, Mochel, Fanny, Nyasse, Francis, Poisson, Catherine, Potier, Marie-Claude, Revillon, Marie, Santos, Antonio, Andrade, Katia Santos, Sole, Marine, Surtee, Mohmed, Thiebaud de Schotten, Michel, Vergallo, Andrea, Younsi, Nadjia, Slot, Rosalinde E.R., Sikkes, Sietske A.M., Berkhof, Johannes, Brodaty, Henry, Buckley, Rachel, Dardiotis, Efthimios, Guillo-Benarous, Francoise, Kochan, Nicole A., Luck, Tobias, Maruff, Paul, Molinuevo, José Luis, Kornhuber, Johannes, Reisberg, Barry, Riedel-Heller, Steffi G., Risacher, Shannon L., Roehr, Susanne, Sachdev, Perminder S., Scarmeas, Nikolaos, Scheltens, Philip, Shulman, Melanie B., Saykin, Andrew J., Verfaillie, Sander C.J., Visser, Pieter Jelle, Vos, Stephanie J.B., Wagner, Michael, Wolfsgruber, Steffen, Jessen, Frank, and van der Flier, Wiesje M.

Published
2019
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43. Latent class analysis identifies functional decline with Amsterdam IADL in preclinical Alzheimer's disease

Author

Bakardjian, Hovagim, Benali, Habib, Bertin, Hugo, LaurieBoukadida, Joel Bonheur, Boukerrou, Nadia, Cavedo, Enrica, Chiesa, Patrizia, Colliot, Olivier, Dubois, Bruno, Dubois, Marion, Epelbaum, Stéphane, Gagliardi, Geoffroy, Genthon, Remy, Habert, Marie-Odile, Hampel, Harald, Houot, Marion, Kas, Aurélie, Lamari, Foudil, Levy, Marcel, Lista, Simone, Metzinger, Christiane, Mochel, Fanny, Nyasse, Francis, Poisson, Catherine, Potier, Marie-Claude, Revillon, Marie, Santos, Antonio, Andrade, Katia Santos, Sole, Marine, Surtee, Mohmed, Thiebaud de Schotten, Michel, Vergallo, Andrea, Younsi, Nadjia, Villeneuve, Sarah-Christine, Cacciamani, Federica, Verrijp, Merike, and Sikkes, Sietske

Published
2019
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44. Sex differences in functional and molecular neuroimaging biomarkers of Alzheimer's disease in cognitively normal older adults with subjective memory complaints

Author

Bakardjian, Hovagim, Benali, Habib, Bertin, Hugo, Bonheur, Joel, Boukadida, Laurie, Boukerrou, Nadia, Cavedo, Enrica, Chiesa, Patrizia, Colliot, Olivier, Dubois, Bruno, Dubois, Marion, Epelbaum, Stéphane, Gagliardi, Geoffroy, Genthon, Remy, Habert, Marie-Odile, Hampel, Harald, Houot, Marion, Kas, Aurélie, Lamari, Foudil, Levy, Marcel, Lista, Simone, Metzinger, Christiane, Mochel, Fanny, Nyasse, Francis, Poisson, Catherine, Potier, Marie-Claude, Revillon, Marie, Santos, Antonio, Andrade, Katia Santos, Sole, Marine, Surtee, Mohmed, de Schotten, Michel Thiebaud, Vergallo, Andrea, Younsi, Nadjia, Aguilar, Lisi Flores, Babiloni, Claudio, Baldacci, Filippo, Benda, Norbert, Black, Keith L., Bokde, Arun L.W., Bonuccelli, Ubaldo, Broich, Karl, Bun, René S., Cacciola, Francesco, Castrillo, Juan, Ceravolo, Roberto, Chiesa, Patrizia A., Coman, Cristina-Maria, Corvol, Jean-Christophe, Cuello, Augusto Claudio, Cummings, Jeffrey L., Depypere, Herman, Duggento, Andrea, Durrleman, Stanley, Escott-Price, Valentina, Federoff, Howard, Ferretti, Maria Teresa, Fiandaca, Massimo, Frank, Richard A., Garaci, Francesco, George, Nathalie, Giorgi, Filippo S., Graziani, Manuela, Haberkamp, Marion, Herholz, Karl, Karran, Eric, Kim, Seung H., Koronyo, Yosef, Koronyo-Hamaoui, Maya, Langevin, Todd, Lehéricy, Stéphane, Lorenceau, Jean, Mapstone, Mark, Neri, Christian, Nisticò, Robert, Nyasse-Messene, Francis, O'bryant, Sid E., Perry, George, Ritchie, Craig, Rojkova, Katrine, Rossi, Simone, Saidi, Amira, Santarnecchi, Emiliano, Schneider, Lon S., Sporns, Olaf, Toschi, Nicola, Verdooner, Steven R., Villain, Nicolas, Welikovitch, Lindsay A., Woodcock, Janet, Younesi, Erfan, Grothe, Michel J., and Teipel, Stefan J.

Published
2018
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45. Cognitive and neuroimaging features and brain β-amyloidosis in individuals at risk of Alzheimer's disease (INSIGHT-preAD): a longitudinal observational study

Author

Audrain, Christelle, Auffret, Alexandra, Baldacci, Filippo, Benakki, Ismahane, Bertin, Hugo, Boukadida, Laurie, Cavedo, Enrica, Chiesa, Patrizia, Dauphinot, Luce, Dos Santos, Antonio, Dubois, Marion, Durrleman, Stanley, Fontaine, Gaëlle, Genin, Alexis, Glasman, Pauline, Jungalee, Navichka, Kas, Aurélie, Kilani, Maya, La Corte, Valentina, Lehericy, Stephane, Letondor, Claire, Levy, Marcel, Lowrey, Mark, Ly, Juliette, Makiese, Ornella, Metzinger, Christiane, Michon, Agnès, Mochel, Fanny, Poisson, Catherine, Ratovohery, Stephie, Revillon, Marie, Rojkova, Katrine, Roy, Perrine, Santos-Andrade, Katia, Schindler, Rachel, Seux, Laure, Simon, Valérie, Sole, Marine, Tandetnik, Caroline, Teichmann, Marc, Thiebaut de Shotten, Michel, Younsi, Nadjia, Dubois, Bruno, Epelbaum, Stephane, Nyasse, Francis, Bakardjian, Hovagim, Gagliardi, Geoffroy, Uspenskaya, Olga, Houot, Marion, Lista, Simone, Cacciamani, Federica, Potier, Marie-Claude, Bertrand, Anne, Lamari, Foudil, Benali, Habib, Mangin, Jean-François, Colliot, Olivier, Genthon, Remy, Habert, Marie-Odile, and Hampel, Harald

Published
2018
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46. Use of brain diffusion tensor imaging for the prediction of long-term neurological outcomes in patients after cardiac arrest: a multicentre, international, prospective, observational, cohort study

Author

Constantin, Jean-Michel, Chastre, Jean, Amour, Julien, Vezinet, Corine, Rouby, Jean-Jacques, Raux, Mathieu, Langeron, Olivier, Degos, Vincent, Bolgert, Francis, Weiss, Nicolas, Similowski, Thomas, Demoule, Alexandre, Duguet, Alexandre, Tollard, Eleonore, Veber, Benoit, Lotterie, Jean-Albert, SANCHEZ-PENA, Paola, Génestal, Michèle, Patassini, Mirko, Velly, Lionel, Perlbarg, Vincent, Boulier, Thomas, Adam, Nicolas, Delphine, Sebastien, Luyt, Charles-Edouard, Battisti, Valentine, Torkomian, Gregory, Arbelot, Charlotte, Chabanne, Russell, Jean, Betty, Di Perri, Carol, Laureys, Steven, Citerio, Giuseppe, Vargiolu, Alessia, Rohaut, Benjamin, Bruder, Nicolas, Girard, Nadine, Silva, Stein, Cottenceau, Vincent, Tourdias, Thomas, Coulon, Olivier, Riou, Bruno, Naccache, Lionel, Gupta, Rajiv, Benali, Habib, Galanaud, Damien, and Puybasset, Louis

Published
2018
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49. Traumatic brain injury: integrated approaches to improve prevention, clinical care, and research

Author

Adams, Hadie, Agnoletti, Vanni, Allanson, Judith, Amrein, Krisztina, Andaluz, Norberto, Anke, Audny, Antoni, Anna, van As, Arjan Bastiaan, Audibert, Gérard, Azaševac, Antun, Azouvi, Philippe, Azzolini, Maria Luisa, Baciu, Camelia, Badenes, Rafael, Barlow, Karen M, Bartels, Ronald, Bauerfeind, Ursula, Beauchamp, Miriam, Beer, Darcy, Beer, Ronny, Belda, Francisco Javier, Bellander, Bo-Michael, Bellier, Rémy, Benali, Habib, Benard, Thierry, Beqiri, Valzerda, Beretta, Luigi, Bernard, Francis, Bertolini, Guido, Bilotta, Federico, Blaabjerg, Morten, den Boogert, Hugo, Boutis, Kathy, Bouzat, Pierre, Brooks, Brian, Brorsson, Camilla, Bullinger, Monika, Burns, Emma, Calappi, Emiliana, Cameron, Peter, Carise, Elsa, Castaño-León, Ana M, Causin, Francesco, Chevallard, Giorgio, Chieregato, Arturo, Christie, Brian, Cnossen, Maryse, Coles, Jonathan, Collett, Johnny, Della Corte, Francesco, Craig, William, Csato, Gabor, Csomos, Akos, Curry, Nicola, Dahyot-Fizelier, Claire, Dawes, Helen, DeMatteo, Carol, Depreitere, Bart, Dewey, Deborah, van Dijck, Jeroen, Đilvesi, Đula, Dippel, Diederik, Dizdarevic, Kemal, Donoghue, Emma, Duek, Or, Dulière, Guy-Loup, Dzeko, Adelaida, Eapen, George, Emery, Carolyn A, English, Shane, Esser, Patrick, Ezer, Erzsébet, Fabricius, Martin, Feng, Junfeng, Fergusson, Dean, Figaji, Anthony, Fleming, Joanne, Foks, Kelly, Francony, Gilles, Freedman, Stephen, Freo, Ulderico, Frisvold, Shirin K, Gagnon, Isabelle, Galanaud, Damien, Gantner, Dashiell, Giraud, Benoit, Glocker, Ben, Golubovic, Jagoš, Gómez López, Pedro A, Gordon, Wayne A, Gradisek, Primoz, Gravel, Jocelyn, Griesdale, Donald, Grossi, Francesca, Haagsma, Juanita A, Håberg, Asta Kristine, Haitsma, Iain, Van Hecke, Wim, Helbok, Raimund, Helseth, Eirik, van Heugten, Caroline, Hoedemaekers, Cornelia, Höfer, Stefan, Horton, Lindsay, Hui, Jiyuan, Huijben, Jilske Antonia, Hutchinson, Peter J, Jacobs, Bram, van der Jagt, Mathieu, Jankowski, Stefan, Janssens, Koen, Jelaca, Bojan, Jones, Kelly M, Kamnitsas, 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Oldenbeuving, Annemarie W, Ortolano, Fabrizio, Osmond, Martin, Payen, Jean-François, Perlbarg, Vincent, Persona, Paolo, Pichon, Nicolas, Piippo-Karjalainen, Anna, Pili-Floury, Sébastien, Pirinen, Matti, Ple, Horia, Poca, Maria Antonia, Posti, Jussi, Van Praag, Dominique, Ptito, Alain, Radoi, Andreea, Ragauskas, Arminas, Raj, Rahul, Real, Ruben G L, Reed, Nick, Rhodes, Jonathan, Robertson, Claudia, Rocka, Saulius, Røe, Cecilie, Røise, Olav, Roks, Gerwin, Rosand, Jonathan, Rosenfeld, Jeffrey V, Rosenlund, Christina, Rosenthal, Guy, Rossi, Sandra, Rueckert, Daniel, de Ruiter, Godard C W, Sacchi, Marco, Sahakian, Barbara J, Sahuquillo, Juan, Sakowitz, Oliver, Salvato, Gerardo, Sánchez-Porras, Renán, Sándor, János, Sangha, Grinder, Schäfer, Nadine, Schmidt, Silke, Schneider, Kathryn J, Schnyer, David, Schöhl, Herbert, Schoonman, Guus G, Schou, Rico Frederik, Sir, Özcan, Skandsen, Toril, Smeets, Dirk, Sorinola, Abayomi, Stamatakis, Emmanuel, Stevanovic, Ana, Stevens, Robert D, Sundström, Nina, Taccone, Fabio Silvio, Takala, Riikka, Tanskanen, Päivi, Taylor, Mark Steven, Telgmann, Ralph, Temkin, Nancy, Teodorani, Guido, Thomas, Matt, Tolias, Christos M, Trapani, Tony, Turgeon, Alexis, Vajkoczy, Peter, Valadka, Alex B, Valeinis, Egils, Vallance, Shirley, Vámos, Zoltán, Vargiolu, Alessia, Vega, Emmanuel, Verheyden, Jan, Vik, Anne, Vilcinis, Rimantas, Vleggeert-Lankamp, Carmen, Vogt, Lidia, Volovici, Victor, Voormolen, Daphne C, Vulekovic, Peter, Vande Vyvere, Thijs, Van Waesberghe, Julia, Wessels, Lars, Wildschut, Eno, Williams, Guy, Winkler, Maren K L, Wolf, Stefan, Wood, Gordon, Xirouchaki, Nektaria, Younsi, Alexander, Zaaroor, Menashe, Zelinkova, Veronika, Zemek, Roger, Zumbo, Fabrizio, Maas, Andrew I R, Menon, David K, Adelson, P David, Andelic, Nada, Bell, Michael J, Belli, Antonio, Bragge, Peter, Brazinova, Alexandra, Büki, András, Chesnut, Randall M, Citerio, Giuseppe, Coburn, Mark, Cooper, D Jamie, Crowder, A Tamara, Czeiter, Endre, Czosnyka, Marek, Diaz-Arrastia, 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2017
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