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1. Parenthood and neurosurgery in Europe, a white paper from the European association of neurosurgical societies’ diversity in neurosurgery committee, part II – practice with children

Author

Janz, Claudia, Hadelsberg, Uri Pinchas, Broekman, Marike, Cavallo, Claudio, Engel, Doortje, Majernik, Gökce Hatipoglu, Hoellig, Anke, Ilic, Tijana, Jeltema, Hanne-Rinck, Mielke, Dorothee, Rodríguez-Hernández, Ana, Ryang, Yu-Mi, Fozia, Saeed, Syrmos, Nikolaos, Vanchaze, Kristel, Vayssiere, Pia, and Hernandez-Duran, Silvia

Published
2024
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2. Fluorescence Image Histology Pattern Transformation using Image Style Transfer

Author

Izadyyazdanabadi, Mohammadhassan, Belykh, Evgenii, Zhao, Xiaochun, Moreira, Leandro Borba, Gandhi, Sirin, Cavallo, Claudio, Eschbacher, Jennifer, Nakaji, Peter, Preul, Mark C., and Yang, Yezhou

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

Confocal laser endomicroscopy (CLE) allow on-the-fly in vivo intraoperative imaging in a discreet field of view, especially for brain tumors, rather than extracting tissue for examination ex vivo with conventional light microscopy. Fluorescein sodium-driven CLE imaging is more interactive, rapid, and portable than conventional hematoxylin and eosin (H&E)-staining. However, it has several limitations: CLE images may be contaminated with artifacts (motion, red blood cells, noise), and neuropathologists are mainly trained on colorful stained histology slides like H&E while the CLE images are gray. To improve the diagnostic quality of CLE, we used a micrograph of an H&E slide from a glioma tumor biopsy and image style transfer, a neural network method for integrating the content and style of two images. This was done through minimizing the deviation of the target image from both the content (CLE) and style (H&E) images. The style transferred images were assessed and compared to conventional H&E histology by neurosurgeons and a neuropathologist who then validated the quality enhancement in 100 pairs of original and transformed images. Average reviewers' score on test images showed 84 out of 100 transformed images had fewer artifacts and more noticeable critical structures compared to their original CLE form. By providing images that are more interpretable than the original CLE images and more rapidly acquired than H&E slides, the style transfer method allows a real-time, cellular-level tissue examination using CLE technology that closely resembles the conventional appearance of H&E staining and may yield better diagnostic recognition than original CLE grayscale images., Comment: Submitted to Frontiers in Oncology

Published
2019

4. Parenthood and neurosurgery in Europe a white paper from the European Association of Neurosurgical Societies’ Diversity in Neurosurgery Committee Part I – Family Planning and Practice during Pregnancy

Author

Vayssiere, Pia, Broekman, Marike, Cavallo, Claudio, Engel, Doortje, Hadelsberg, Uri Pinchas, Majernik, Gökce Hatipoglu, Hoellig, Anke, Ilic, Tijana, Janz, Claudia, Jeltema, Hanne-Rinck, Mielke, Dorothee, Rodríguez-Hernández, Ana, Ryang, Yu-Mi, Fozia, Saeed, Syrmos, Nikolaos, Vanchaze, Kristel, and Hernandez-Duran, Silvia

Published
2023
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5. Weakly-Supervised Learning-Based Feature Localization in Confocal Laser Endomicroscopy Glioma Images

Author

Izadyyazdanabadi, Mohammadhassan, Belykh, Evgenii, Cavallo, Claudio, Zhao, Xiaochun, Gandhi, Sirin, Moreira, Leandro Borba, Eschbacher, Jennifer, Nakaji, Peter, Preul, Mark C., and Yang, Yezhou

Subjects
Computer Science - Computer Vision and Pattern Recognition
Abstract

Confocal Laser Endomicroscope (CLE) is a novel handheld fluorescence imaging device that has shown promise for rapid intraoperative diagnosis of brain tumor tissue. Currently CLE is capable of image display only and lacks an automatic system to aid the surgeon in analyzing the images. The goal of this project was to develop a computer-aided diagnostic approach for CLE imaging of human glioma with feature localization function. Despite the tremendous progress in object detection and image segmentation methods in recent years, most of such methods require large annotated datasets for training. However, manual annotation of thousands of histopathological images by physicians is costly and time consuming. To overcome this problem, we propose a Weakly-Supervised Learning (WSL)-based model for feature localization that trains on image-level annotations, and then localizes incidences of a class-of-interest in the test image. We developed a novel convolutional neural network for diagnostic features localization from CLE images by employing a novel multiscale activation map that is laterally inhibited and collaterally integrated. To validate our method, we compared proposed model's output to the manual annotation performed by four neurosurgeons on test images. Proposed model achieved 88% mean accuracy and 86% mean intersection over union on intermediate features and 87% mean accuracy and 88% mean intersection over union on restrictive fine features, while outperforming other state of the art methods tested. This system can improve accuracy and efficiency in characterization of CLE images of glioma tissue during surgery, augment intraoperative decision-making process regarding tumor margin and affect resection rates., Comment: Accepted in MICCAI 2018

Published
2018

11. Parenthood and neurosurgery in Europe, a white paper from the European association of neurosurgical societies’ diversity in neurosurgery committee, part II – practice with children

Author

Vayssiere, Pia, primary, Broekman, Marike, additional, Cavallo, Claudio, additional, Engel, Doortje, additional, Hadelsberg, Uri Pinchas, additional, Majernik, Gökce Hatipoglu, additional, Hoellig, Anke, additional, Ilic, Tijana, additional, Janz, Claudia, additional, Jeltema, Hanne-Rinck, additional, Mielke, Dorothee, additional, Rodríguez-Hernández, Ana, additional, Ryang, Yu-Mi, additional, Fozia, Saeed, additional, Syrmos, Nikolaos, additional, Vanchaze, Kristel, additional, and Hernandez-Duran, Silvia, additional

Published
2023
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12. Weakly-Supervised Learning-Based Feature Localization for Confocal Laser Endomicroscopy Glioma Images

Author

Izadyyazdanabadi, Mohammadhassan, Belykh, Evgenii, Cavallo, Claudio, Zhao, Xiaochun, Gandhi, Sirin, Moreira, Leandro Borba, Eschbacher, Jennifer, Nakaji, Peter, Preul, Mark C., Yang, Yezhou, Hutchison, David, Series Editor, Kanade, Takeo, Series Editor, Kittler, Josef, Series Editor, Kleinberg, Jon M., Series Editor, Mattern, Friedemann, Series Editor, Mitchell, John C., Series Editor, Naor, Moni, Series Editor, Pandu Rangan, C., Series Editor, Steffen, Bernhard, Series Editor, Terzopoulos, Demetri, Series Editor, Tygar, Doug, Series Editor, Weikum, Gerhard, Series Editor, Frangi, Alejandro F., editor, Schnabel, Julia A., editor, Davatzikos, Christos, editor, Alberola-López, Carlos, editor, and Fichtinger, Gabor, editor

Published
2018
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16. Supplementary Data from Fluorescein-Guided Surgery for Resection of High-Grade Gliomas: A Multicentric Prospective Phase II Study (FLUOGLIO)

Author

Acerbi, Francesco, primary, Broggi, Morgan, primary, Schebesch, Karl-Michael, primary, Höhne, Julius, primary, Cavallo, Claudio, primary, De Laurentis, Camilla, primary, Eoli, Marica, primary, Anghileri, Elena, primary, Servida, Maura, primary, Boffano, Carlo, primary, Pollo, Bianca, primary, Schiariti, Marco, primary, Visintini, Sergio, primary, Montomoli, Cristina, primary, Bosio, Lorenzo, primary, La Corte, Emanuele, primary, Broggi, Giovanni, primary, Brawanski, Alexander, primary, and Ferroli, Paolo, primary

Published
2023
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18. International Tuberculum Sellae Meningioma Study: Preoperative Grading Scale to Predict Outcomes and Propensity-Matched Outcomes by Endonasal Versus Transcranial Approach

Author

Magill, Stephen T., Schwartz, Theodore H., Couldwell, William T., Gardner, Paul A., Heilman, Carl B., Sen, Chandranath, Akagami, Ryojo, Cappabianca, Paolo, Prevedello, Daniel M., McDermott, Michael W., Przybylowski, Colin J., Almefty, Kaith K., Patel, Akash J., Khan, A. Basit, Wu, Kyle C., Bi, Wenya Linda, Dunn, Ian F., Mamelak, Adam N., Ehsan, Mohammad U., Bruce, Jeffrey N., Englander, Zachary K., Wang, Linda M., Youngerman, Brett, Anand, Vijay K., Kacker, Ashutosh, Tabaee, Abtin, Clarke, David B., Walling, Simon A., Hebb, Andrea L. O., Macki, Mohamed, Anand, Sharath K., Rock, Jack P., Baskin, David S., Yewah Gwei, Larisse K., Guthikonda, Bharat, Kosty, Jennifer, Nanda, Anil, Sun, Hai, Culicchia, Frank, Morrow, Kevin, Fannin, Erin, Germanwala, Anand V., Prabhu, Vikram C., Patel, Chirag R., Chaichana, Kaisorn, Quinones-Hinojosa, Alfredo, ReFaey, Karim, Chandler, James P., Fernandez, Luis G., Oyon, Daniel E., Youngblood, Mark W., Golfinos, John G., Placantonakis, Dimitris G., Pacione, Donato, Delavari, Nader, Albonette-Felicio, Thiago, Otto, Bradley A., Carrau, Ricardo L., Han, Seunggu J., Shahin, Maryam N., Brahimaj, Bledi C., Beer-Furlan, André, Byrne, Richard W., Munich, Stephan A., Munoz, Lorenzo F., Liu, James K., Zhao, Kevin, Agarwalla, Pankaj K., Hsueh, Wayne D., Eloy, Jean Anderson, Chang, Steven D., Meola, Antonio, Teng, Hao, Goulart, Carlos R., Rai, Shawn S., Chin, Lawrence S., Ahye, Nicholas, Weaver, Michael, Mangham, William M., Michael, L. Madison, Robertson, Jon H., Dowd, Richard S., Amenta, Peter S., Scullen, Tyler A., de Divitiis, Oreste, Solari, Domenico, Cavallo, Luigi M., Makarenko, Serge, Rizzuto, Michael, Prakash, Swetha, Chen, William C., El-Sayed, Ivan H., Nguyen, Minh P., Morshed, Ramin A., Theodosopoulos, Philip V., Aghi, Manish K., Santarius, Thomas, Stastna, Daniela, Williams, Brian J., Andaluz, Norberto, Adappa, Nithin D., Palmer, James N., Grady, M. Sean, Lee, John Y. K., Buch, Love, Sharma, Nikhil, Joshi, Disha, Champagne, Pierre-Olivier, Valappil, Benita, Kumar, Jay I., Agarwalla, Pankaj K., Agazzi, Siviero, van Loveren, Harry, Zada, Gabriel, Strickland, Benjamin, Garrett, Norman E., Plitt, Aaron R., Barnett, Samuel L., Mickey, Bruce E., Garzon-Muvdi, Tomas, Nassiri, Farshad, Gentili, Fred, Kalyvas, Aristotelis, Zadeh, Gelareh, Karsy, Michael, Sayyahmelli, Sima, Baskaya, Mustafa K., Morone, Peter J., Cavallo, Claudio, Sylvester, Peter T., and Chicoine, Michael R.

Published
2023
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19. International Tuberculum Sellae Meningioma Study: Surgical Outcomes and Management Trends

Author

Magill, Stephen T., Schwartz, Theodore H., Couldwell, William T., Gardner, Paul A., Heilman, Carl B., Sen, Chandranath, Akagami, Ryojo, Cappabianca, Paolo, Prevedello, Daniel M., McDermott, Michael W., Przybylowski, Colin J., Almefty, Kaith K., Patel, Akash J., Khan, A. Basit, Wu, Kyle C., Bi, Wenya Linda, Dunn, Ian F., Mamelak, Adam N., Ehsan, Mohammad U., Bruce, Jeffrey N., Englander, Zachary K., Wang, Linda M., Youngerman, Brett, Anand, Vijay K., Kacker, Ashutosh, Tabaee, Abtin, Clarke, David B., Walling, Simon A., Hebb, Andrea L. O., Macki, Mohamed, Anand, Sharath K., Rock, Jack P., Baskin, David S., Yewah Gwei, Larisse K., Guthikonda, Bharat, Kosty, Jennifer, Nanda, Anil, Sun, Hai, Culicchia, Frank, Morrow, Kevin, Fannin, Erin, Germanwala, Anand V., Prabhu, Vikram C., Patel, Chirag R., Chaichana, Kaisorn, Quinones-Hinojosa, Alfredo, ReFaey, Karim, Chandler, James P., Fernandez, Luis G., Oyon, Daniel E., Youngblood, Mark W., Golfinos, John G., Placantonakis, Dimitris G., Pacione, Donato, Delavari, Nader, Albonette-Felicio, Thiago, Otto, Bradley A., Carrau, Ricardo L., Han, Seunggu J., Shahin, Maryam N., Brahimaj, Bledi C., Beer-Furlan, André, Byrne, Richard W., Munich, Stephan A., Munoz, Lorenzo F., Liu, James K., Zhao, Kevin, Agarwalla, Pankaj K., Hsueh, Wayne D., Eloy, Jean Anderson, Chang, Steven D., Meola, Antonio, Teng, Hao, Goulart, Carlos R., Rai, Shawn S., Chin, Lawrence S., Ahye, Nicholas, Weaver, Michael, Mangham, William M., Michael, L. Madison, Robertson, Jon H., Dowd, Richard S., Amenta, Peter S., Scullen, Tyler A., de Divitiis, Oreste, Solari, Domenico, Cavallo, Luigi M., Makarenko, Serge, Rizzuto, Michael, Prakash, Swetha, Chen, William C., El-Sayed, Ivan H., Nguyen, Minh P., Morshed, Ramin A., Theodosopoulos, Philip V., Aghi, Manish K., Santarius, Thomas, Stastna, Daniela, Williams, Brian J., Andaluz, Norberto, Adappa, Nithin D., Palmer, James N., Grady, M. Sean, Lee, John Y. K., Buch, Love, Sharma, Nikhil, Joshi, Disha, Champagne, Pierre-Olivier, Valappil, Benita, Kumar, Jay I., Agarwalla, Pankaj K., Agazzi, Siviero, van Loveren, Harry, Zada, Gabriel, Strickland, Benjamin, Garrett, Norman E., Plitt, Aaron R., Barnett, Samuel L., Mickey, Bruce E., Garzon-Muvdi, Tomas, Nassiri, Farshad, Gentili, Fred, Kalyvas, Aristotelis, Zadeh, Gelareh, Neurosurgery, Division of, Hospital, Toronto Western, Toronto, University of, Toronto, Ontario, Karsy, Canada; Michael, Sayyahmelli, Sima, Baskaya, Mustafa K., Morone, Peter J., Cavallo, Claudio, Sylvester, Peter T., and Chicoine, Michael R.

Published
2023
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20. Relationship between cerebral vasospasm vascular territory and functional outcome after aneurysmal subarachnoid hemorrhage.

Author

Cole, Tyler S., Rudy, Robert F., Faridmoayer, Erfan, Gandhi, Sirin, Cavallo, Claudio, Catapano, Joshua S., Jadhav, Ashutosh P., Lawton, Michael T., Albuquerque, Felipe C., and Ducruet, Andrew F.

Subjects
CONFIDENCE intervals, MORTALITY, FUNCTIONAL status, HEALTH outcome assessment, DISEASES, RETROSPECTIVE studies, CEREBRAL vasospasm, SUBARACHNOID hemorrhage, RISK assessment, HYPOTHESIS, DESCRIPTIVE statistics, RESEARCH funding, ANGIOGRAPHY, ODDS ratio, PREDICTION models, INTRACRANIAL aneurysms, CEREBRAL ischemia, DISEASE risk factors
Abstract

Background Vasospasm following aneurysmal subarachnoid hemorrhage (SAH) contributes significant morbidity and mortality after brain aneurysm rupture. However, the association between vascular territory of vasospasm and clinical outcome has not been studied. We present a hypothesis- generating study to determine whether the location of vasospasm within the intracranial circulation is associated with functional outcome after SAH. Methods A retrospective analysis of a prospective, intention- to- treat trial for aneurysmal SAH was performed to supplement trial outcomes with in- hospital angiographic imaging and treatment variables regarding vasospasm. The location of vasospasm and the position on the vessel (distal vs proximal) were evaluated. Modified Rankin scale (mRS) outcomes were assessed at discharge and 6 months, and predictive models were constructed. Results A total of 406 patients were included, 341 with follow- up data at 6 months. At discharge, leftsided vasospasm was associated with poor outcome (odds ratio (OR), 2.37; 95% CI, 1.25 to 4.66; P=0.01). At 6 months, anterior cerebral artery (ACA) vasospasm (OR, 3.87; 95% CI, 1.29 to 11.88; P=0.02) and basilar artery (BA) vasospasm (OR, 6.22; 95% CI, 1.54 to 27.11; P=0.01) were associated with poor outcome after adjustment. A model predicting 6- month mRS score and incorporating vasospasm variables achieved an area under the curve of 0.85 and a net improvement in reclassification of 13.2% (P<0.01) compared with a previously validated predictive model for aneurysmal SAH. Conclusions In aneurysmal SAH, left- sided vasospasm is associated with worse discharge functional status. At 6 months, both ACA and BA vasospasm are associated with unfavorable functional status. [ABSTRACT FROM AUTHOR]

Published
2023
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22. Fluorescent tracers in neurosurgical procedures: a European survey

Author

ACERBI, Francesco, primary, RESTELLI, Francesco, additional, de LAURENTIS, Camilla, additional, FALCO, Jacopo, additional, CAVALLO, Claudio, additional, BROGGI, Morgan, additional, HÖHNE, Julius, additional, SCHEBESCH, Karl-Michael, additional, SCHIARITI, Marco, additional, and FERROLI, Paolo, additional

Published
2022
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24. The endoscopic endonasal eustachian tube anterolateral mobilization strategy: minimizing the cost of the extreme-medial approach

Author

Labib, Mohamed A., primary, Belykh, Evgenii, additional, Cavallo, Claudio, additional, Zhao, Xiaochun, additional, Prevedello, Daniel M., additional, Carrau, Ricardo L., additional, Little, Andrew S., additional, Ferreira, Mauro A. T., additional, Preul, Mark C., additional, Youssef, A. Samy, additional, and Nakaji, Peter, additional

Published
2021
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25. The side door and front door to the upper retroclival region: a comparative analysis of the open pretemporal and the endoscopic endonasal transcavernous approaches

Author

Labib, Mohamed A., primary, Borba Moreira, Leandro, additional, Zhao, Xiaochun, additional, Gandhi, Sirin, additional, Cavallo, Claudio, additional, Tayebi Meybodi, Ali, additional, Youssef, A. Samy, additional, Little, Andrew S., additional, Nakaji, Peter, additional, Preul, Mark C., additional, and Lawton, Michael T., additional

Published
2020
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28. Quantitative analysis of ipsilateral and contralateral supracerebellar infratentorial and occipital transtentorial approaches to the cisternal pulvinar: laboratory anatomical investigation

Author

Sun, Qing, primary, Zhao, Xiaochun, additional, Gandhi, Sirin, additional, Tayebi Meybodi, Ali, additional, Belykh, Evgenii, additional, Valli, Daniel, additional, Cavallo, Claudio, additional, Borba Moreira, Leandro, additional, Nakaji, Peter, additional, Lawton, Michael T., additional, and Preul, Mark C., additional

Published
2020
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29. Prognostic value of the Simpson grading scale in modern meningioma surgery: Barrow Neurological Institute experience

Author

Przybylowski, Colin J., primary, Hendricks, Benjamin K., additional, Frisoli, Fabio A., additional, Zhao, Xiaochun, additional, Cavallo, Claudio, additional, Borba Moreira, Leandro, additional, Gandhi, Sirin, additional, Sanai, Nader, additional, Almefty, Kaith K., additional, Lawton, Michael T., additional, and Little, Andrew S., additional

Published
2020
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34. The impact of fluorescein-guided technique in the surgical removal of CNS tumors in a pediatric population: results from a multicentric observational study

Author

de Laurentis, Camilla, primary, Höhne, Julius, additional, Cavallo, Claudio, additional, Restelli, Francesco, additional, Falco, Jacopo, additional, Broggi, Morgan, additional, Bosio, Lorenzo, additional, Vetrano, Ignazio G., additional, Schiariti, Marco, additional, Zattra, Costanza M., additional, Ferroli, Paolo, additional, Schebesch, Karl-Michael, additional, and Acerbi, Francesco, additional

Published
2020
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36. Supplementary_Material - The Barrow Biomimetic Spine: Face, Content, and Construct Validity of a 3D-Printed Spine Model for Freehand and Minimally Invasive Pedicle Screw Insertion

Author

Bohl, Michael A., Rohit Mauria, Zhou, James J., Mooney, Michael A., DiDomenico, Joseph D., McBryan, Sarah, Cavallo, Claudio, Nakaji, Peter, Chang, Steve W., Uribe, Juan S., Turner, Jay D., and U. Kumar Kakarla

Subjects
FOS: Clinical medicine, 110323 Surgery, 110604 Sports Medicine, FOS: Health sciences, 110904 Neurology and Neuromuscular Diseases, 110314 Orthopaedics
Abstract

Supplementary_Material for The Barrow Biomimetic Spine: Face, Content, and Construct Validity of a 3D-Printed Spine Model for Freehand and Minimally Invasive Pedicle Screw Insertion by Michael A. Bohl, Rohit Mauria, James J. Zhou, Michael A. Mooney, Joseph D. DiDomenico, Sarah McBryan, Claudio Cavallo, Peter Nakaji, Steve W. Chang, Juan S. Uribe, Jay D. Turner, and U. Kumar Kakarla in Global Spine Journal

Published
2019
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44. Fluorescein Application in Cranial and Spinal Tumors Enhancing at Preoperative MRI and Operated With a Dedicated Filter on the Surgical Microscope: Preliminary Results in 279 Patients Enrolled in the FLUOCERTUM Prospective Study

Author

Falco, Jacopo, primary, Cavallo, Claudio, additional, Vetrano, Ignazio G., additional, de Laurentis, Camilla, additional, Siozos, Lampros, additional, Schiariti, Marco, additional, Broggi, Morgan, additional, Ferroli, Paolo, additional, and Acerbi, Francesco, additional

Published
2019
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45. In Reply to the Letter to the Editor Regarding “Fluorescein Sodium in the Surgical Treatment of Recurrent Glioblastoma Multiforme”

Author

Höhne, Julius, primary, Schebesch, Karl-Michael, additional, de Laurentis, Camilla, additional, Akçakaya, Mehmet Osman, additional, Pedersen, Christian Bonde, additional, Brawanski, Alexander, additional, Poulsen, Frantz Rom, additional, Kiris, Talat, additional, Cavallo, Claudio, additional, Broggi, Morgan, additional, Ferroli, Paolo, additional, and Acerbi, Francesco, additional

Published
2019
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46. Survival Outcomes Among Patients With High-Grade Glioma Treated With 5-Aminolevulinic Acid–Guided Surgery: A Systematic Review and Meta-Analysis

Author

Gandhi, Sirin, primary, Tayebi Meybodi, Ali, additional, Belykh, Evgenii, additional, Cavallo, Claudio, additional, Zhao, Xiaochun, additional, Syed, Masood Pasha, additional, Borba Moreira, Leandro, additional, Lawton, Michael T., additional, Nakaji, Peter, additional, and Preul, Mark C., additional

Published
2019
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47. Progress in Confocal Laser Endomicroscopy for Neurosurgery and Technical Nuances for Brain Tumor Imaging With Fluorescein

Author

Belykh, Evgenii, primary, Miller, Eric J., additional, Carotenuto, Alessandro, additional, Patel, Arpan A., additional, Cavallo, Claudio, additional, Martirosyan, Nikolay L., additional, Healey, Debbie R., additional, Byvaltsev, Vadim A., additional, Scheck, Adrienne C., additional, Lawton, Michael T., additional, Eschbacher, Jennifer M., additional, Nakaji, Peter, additional, and Preul, Mark C., additional

Published
2019
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