Search

To address the problem of missed diagnosis in rib fracture detection from CT scans, this study introduces an enhanced model, called Faster-RCNN-SE-FA, which is built upon the traditional Faster-RCNN architecture. The proposed model integrates a novel filter anchor method and thoroughly considers the specific imaging characteristics of ribs in CT images. The preprocessing of the image is followed by applying the Squeeze-and-Excitation (SE) module, which enhances the discrimination of features in the channel dimension while preserving the location Sensitivity (Sen) important for target detection tasks. Consequently, this modification leads to a significant improvement in model performance. Empirical experiments, conducted on CT sequences of 130 rib feature cases provided by the First Affiliated Hospital of Ningbo University, demonstrate that the Faster-RCNN-SE-FA model achieves better Sen and accuracy compared to traditional methods, including the baseline Faster-RCNN. [ABSTRACT FROM AUTHOR]

Additive flow production of lightweight precision concrete elements In modern flow production, the focus is on the continuously digitally controlled tools in the context of the digital twin. Spray extrusion, especially when combined with a thin layer of shotcrete and ribbed support structures, e. g. for façade elements, results in highly efficient components with high load‐bearing capacity and high‐quality surfaces. The developed combined spray extrusion nozzle offers the possibility of both spraying and extrusion, adaption of mortar and concrete. In addition, the automated integration of anchors is the focus of flow production, for which anchors and tooling systems have been developed. Based on the determination of characteristic values, the practicability and the increase in productivity will be proven. This data will form the basis of a digital twin, in preparation for Industry 4.0. This increase in productivity in additive manufacturing leads to positive economic effects. Applications of high‐strength lightweight structures in the construction industry are becoming more attractive and enable the serial implementation of free‐form modular constructions. [ABSTRACT FROM AUTHOR]

Detecting the anchoring length is an integral part of the quality inspection of the bolt anchoring, which is crucial to the safety of the roadway support. This paper studies the influence of the anchoring length on the propagation characteristics of the exciting stress wave of the bolt. The research finds that the change in the anchoring length affects the attenuation rate and frequency distribution of the stress wave signal amplitude. Under the same test conditions, the anchoring length negatively correlates with the consolidation wave velocity. The VMD analysis and processing method decomposes the original detection signal once or the characteristic mode function twice. The bottom reflection time is obtained from the bottom reflection signal identified according to the decomposed mode function. Based on the propagation characteristics of the exciting stress wave in the anchor rod, a method of calculating the anchoring length using the bottom reflection time is proposed. Experimental verification of anchoring models for different anchoring lengths is carried out. The calculated results are consistent with the actual anchoring length; the longer the length, the smaller the relative error. The error rate meets the accuracy requirements of on-site engineering tests and guarantees safe production. [ABSTRACT FROM AUTHOR]

Purpose: The purpose of this study is to evaluate the functional outcome and quality of life in distal biceps tendon repair with single incision technique and anchor fixation method. Methods: A retrospective cohort study was made of patients with complete distal biceps tendon rupture. The chosen repair method was single incision technique with anchor fixation. The outcome was assessed with functional testing of the elbow with strength and ROM. Additionally Mayo elbow performance index, Oxford elbow score, Disability arm hand shoulder questionnaire and patient rated elbow evaluation scores were used to evaluate quality of life. Results: Of the 28 patients, the average strength in flexion and supination was decreased with 91% and 89% of the strength compared to the non-injured arm. ROM was preserved in flexion, extension, supination and pronation. The mean scores for quality of life evaluation were MEPS = 96 ± 7.8, OES = 46.8 ± 1.9, DASH = 1.0 ± 1.9 and PREE = 2.0 ± 3.6. LABCN injury was the most common temporary complication with 30% followed by pain with 23%. Two patients were identified with HO and 1 patient was identified with median nerve injury. There were no cases of radioulnar synostosis and PIN injury. Conclusion: Overall strength in flexion and supination were slightly decreased with preserved ROM. Patients reported nearly perfect quality of life as demonstrated with the scores. The complications rate was high with mainly minor complications. Distal biceps tendon repair with single incision technique and anchor fixation overall leads to a very satisfying outcome. [ABSTRACT FROM AUTHOR]

Undercutting anchors are structural elements used in construction and geotechnics to stabilize both structures and soils. Their main applications include stabilizing slopes and embankments, reinforcing foundations, and providing support during tunnel construction and other underground works. The authors propose the use of these anchors in rock mass detachment technology. This article presents a comprehensive analysis of the mechanism behind rock mass detachment using an undercutting anchor. Particular attention is given to the influence of parameters such as the fracture energy of the medium and the coefficient of friction between the medium and the anchor head on the detachment process of rock elements during anchor expansion in the drilled hole. Numerical FEM analysis was employed to model the effect of changes in the shape and size of failure cones under varying simulation conditions. The discussed problem is crucial for evaluating the effectiveness of this anchor design under non-standard conditions, particularly in the unconventional destruction of rock media. [ABSTRACT FROM AUTHOR]

Study Design. Secondary analysis of a randomized controlled trial. Objective. We investigated the ability to distinguish patients with lumbar spinal stenosis (LSS) who improved from those who did not after receiving nonsurgical treatment. We used the disorder-specific Zurich Claudication Questionnaire (ZCQ) satisfaction subscale as an external anchor and estimated the minimal clinically important differences (MCiDs) for the ZCQ symptom severity and physical function subscales. Summary of Background Data. The ZCQ satisfaction subscale effectively distinguishes surgical patients who improved from those who did not for LSS. However, its responsiveness in non-surgical treatment has not been evaluated yet. Methods. Eighty-four patients with LSS who received supervised physical therapy or a home exercise program were included. Patients were classified as responders or nonresponders according to the cutoff of 2.5 for the ZCQ satisfaction subscales at six weeks and one year. The external responsiveness of the ZCQ satisfaction subscale was assessed using correlational and receiver-operating characteristic (ROC) curve analyses. MCIDs for the ZCQ symptom severity and physical function subscales were estimated using anchor and distribution approaches. Results. Pearson correlation coefficients between the changes in outcomes and the ZCQ satisfaction subscale at six weeks and one year were 0.37 to 0.58 (symptom severity) and 0.40 to 0.45 (physical function subscales) (> 0.30 is considered a good anchor). The area under the ROC curve values were 0.66 to 0.72 and 0.63 to 0.71 for the symptom severity and physical function subscales, respectively (> 0.7 is considered acceptable). The MCIDs at six weeks and one year estimated from anchor-based approaches were -0.64 to -0.13 (symptom severity) and -0.39 to 0.10 (physical function), and those from the distribution-based approaches were -0.31 to -0.30 and -0.29 to -0.27, respectively. Conclusions. The findings of this study suggest that the ZCQ satisfaction subscale has less ability to distinguish patients with LSS who improved in the ZCQ symptom severity and physical function subscales from those who did not after nonsurgical treatment, compared to those after surgical treatment. [ABSTRACT FROM AUTHOR]

The debonding and sliding of the bolt–slurry interface is the main failure form of the full-length bonding anchor system (FLBAS) of earthen sites, so it is urgent to carry out a quantitative study of the force transfer process of the anchorage interface. Based on field test results and existing research results, it was found that the bilinear bond–slip model is in line with the description of the constitutive relationship of the bolt–slurry interface. The whole process of debonding slip is discussed accordingly; the expressions for the slip, the axial strain of the bolt, and the load displacement at the bolt–slurry interface corresponding to the different loading stages are deduced; and the calculations of the ultimate load-carrying capacity and the effective anchorage length are given at the same time. On this basis, the bond–slip model parameters were calibrated by identifying the characteristic points of the bond–slip curve; a multi-parameter cross-comparison validation of the reasonableness of the theoretical analytical model was carried out on the basis of in situ pull-out tests; and the law of the influence of anchor bond length and axial stiffness on the anchorage performance was analyzed. The analytical model proposed in this study is widely applicable to the analysis of force transfer processes at the bolt–slurry interface in the presence of complete debonding phenomena and provides a useful reference for optimizing the design of anchors while minimizing interventions. [ABSTRACT FROM AUTHOR]

Copyright of Rare Metals is the property of Springer Nature and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)

This paper presents a new method of localizing radio frequency (RF) source in non-line of sight (NLOS) using data collected using the anchor and map. The measurable observation in the unmanned aerial vehicle (UAV) is assumed to be the received signal strength indicator (RSSI), and a method is presented based on the RSSI observation of the reflected signal sent from the anchor to estimate the location of the reflecting obstacle, which is a two-step method for map estimation and localization. It is also assumed that the map of the obstacle location is also available; the location of the reflective obstacle can be obtained using the map with an error. And finally, by combining this data in a weighted and improved particle filter for the optimal use of the number of particles in a wide area, the location of the unknown RF source is estimated more accurately. It was revealed that the proposed method improved localization and had good precision. [ABSTRACT FROM AUTHOR]

While deadlines are routinely used as a strategy to achieve goals, the way these deadlines are described has been relatively overlooked in terms of their influence on decision‐making. We examined the unique effect of future (vs. present) anchors in deadlines on ones' goal achievement. A field study shows that a deadline with a future anchor encourages people to complete a task more effectively within the deadline than a deadline with a present anchor (Study 1). In Study 2, we further demonstrated the positive effect of future (vs. present) anchors on individuals' goal achievement in a more controlled lab setting. Study 3 provided support for our mechanism by examining individuals' perceived time availability until the deadline underlies this effect. Studies 4 and 5 delved deeper, investigating our mechanism by examining individuals' dispositional time value as an important moderator. This research enriches our understanding of time perception and decision‐making, and offers valuable insights on how to strategically deal with deadlines to enhance one's goal achievement. [ABSTRACT FROM AUTHOR]

Most current trackers utilize only the highest-level features to achieve faster tracking performance, making it difficult to achieve accurate tracking of small and low-resolution objects. To address this problem, we propose an end-to-end anchor-based multi-scale transformer tracking (AMTT) approach to improve the tracking performance of the network for objects of different sizes. First, we design a multi-scale feature encoder based on the deformable transformer, which better fuses the multilayer template features and search features through the self-enhancement module and cross-enhancement module to improve the attention of the whole network to objects of different sizes. Then, to reduce the computational overhead of the decoder while further enhancing the multi-scale features, we design a feature focusing block to compress the number of coded features. Finally, we introduce a feature anchor into the traditional decoder and design an anchor-based decoder, which utilizes the feature anchor to guide the decoder to adapt to changes in object scale and achieve more accurate tracking performance. To confirm the effectiveness of our proposed method, we conduct a series of experiments on different datasets such as UAV123, OTB100 and GOT10k. The results show that our adopted method exhibits highly competitive performance compared to the state-of-the-art methods in recent years. [ABSTRACT FROM AUTHOR]

The severity of hallux valgus (HV) deformity is associated with recurrence after corrective surgery because of the degenerative change of the medial capsule including the medial collateral ligament (MCL) at the metatarsophalangeal joint. This study aimed to assess the effectiveness of the MCL augmentation using a suture tape anchor of the recurrence of HV and to evaluate the histological changes of the medial joint capsule in HV patients. Thirty-four feet with severe hallux valgus were included and divided into 2 groups. Seventeen feet had the MCL reconstruction using suture tape anchor with a combination of the corrective osteotomy as the suture tape group (mean age, 64.0 years), and other seventeen feet had the corrective osteotomy without MCL reconstruction as the control group (mean age, 62.0 years). HV angle (HVA) and intermetatarsal angle (IMA) on the weight-bearing radiograms and the Japanese Society for Surgery of the Foot (JSSF) score in both groups were compared at the final follow-up. The medial capsule was harvested from other 20 feet with HV and the relationship between the severity of HV and the histological findings was analyzed. HVA, IMA, and JSSF scores in both groups were significantly improved from preoperatively to the final follow-up (P < 0.01). At the final follow-up, HVA in the suture tape group (9.2°) was significantly smaller than that in the control (15.4°) (P < 0.01). There were no significant differences in the IMA and the JSSF score at the final follow-up between both groups. Histological scores in HV with ≥40° HVA was significantly worse than those in <40°. The medial joint capsule in severe HV deformity showed the degenerative change and the MCL reconstruction using suture tape combined with osteotomy provides a strong medial constraint to prevent the recurrence of the deformity in severe hallux valgus. 3 [ABSTRACT FROM AUTHOR]

ANCHOR is a novel assimilative model developed at the U.S. Naval Research Laboratory, which was designed for rapid assimilative runs. ANCHOR uses recently developed PyIRI model for the background and for the formation of the background covariance matrix. It only takes a few minutes for ANCHOR to complete the data assimilation (DA) for one day, including data pre‐processing and model set up. ANCHOR extracts ionospheric parameters from radio occultation (RO) and ionosonde data using PyIRI formalism and assimilates them as point measurements into maps of the background parameters using a Kalman Filter approach. This paper introduces the ANCHOR algorithm, discusses its coordinate system and background, explains the background covariance formation, discusses the extraction of the ionospheric parameters from the data and the assimilation process, and, finally, shows the results of the observing system simulation experiment with synthetic data simulated using the SAMI3 model. ANCHOR reduces the root mean square errors in the analysis by more than a half for all of the ionospheric parameters in comparison to the background. Finally, this paper discusses advantages and limitations of the parametrized ionospheric DA, highlighting the avenues for its future improvement. Plain Language Summary: ANCHOR is a novel data assimilation model developed at the U.S. Naval Research Laboratory. It combines estimates of the electron density in the Earth's ionosphere from climatological model with observations, producing a better model representation that matches the data. It extracts ionospheric parameters from radio occultation and ionosonde data and assimilates them as point measurements into the maps of the background parameters using Kalman Filter approach. This paper introduces the ANCHOR algorithm, discusses its coordinate system and background, explains the background covariance formation, discusses the extraction of the ionospheric parameters from the data and the assimilation process, and, finally, shows the results of the observing system simulation experiment. Key Points: Novel approach for rapid ionospheric data assimilation (DA) using anchor pointsGlobal ionospheric DA for plasma density parametersExtraction of the anchor points from the ionospheric data [ABSTRACT FROM AUTHOR]

The Industrial Metrology Business Unit of Nikon Corporation, on behalf of ScottishPower Renewables and Maritime Archaeology (MA), Southampton, UK, has employed X-ray CT (computed tomography) to visualise the internal structure of an anchor found in the North Sea. The non-destructive method of internal inspection and measurement has helped to determine approximately when it was made. The results indicate that the artefact, initially thought to be potentially Roman, is probably more recent, likely dating to between the late 16th and early 17th centuries CE. This paper presents the discovery, recovery, analysis and interpretation of a significant find from a UK offshore wind farm and underscores the valuable role that non-destructive X-ray CT played in the investigation.

Live streaming has become the hottest marketing method for apparel brands nowadays. E-commerce anchors, as the core of live marketing, have an important role in influencing consumers' impulse purchase intention. However, the research on clothing brand anchor characteristics on consumers' impulse purchase intention based on live-streaming anchor characteristics has yet to be explored in related studies. The article uses consumer trust and attitude as mediating variables, and the cognitive-affective system as an analytical framework. All variables are tested by validated factor analysis, and FsQCA to analyze the grouping of anchor characteristics (attractiveness, popularity, professionalism, interactivity, and brand fit) in apparel live streaming marketing. The article discovers seven configurations that triggered consumers' high impulse purchase intention and five configurations of non-high impulse purchase intention. The findings indicate that (a) all dimensions of anchor characteristics have a significant effect on consumers' impulse purchase intention, in which the effect of popularity is most significant; (b) consumers' trust has a mediating effect between anchors' attractiveness, popularity, interactivity, brand fit, and impulse purchase intentions; (c) consumers' trust and consumers' attitude have a chain-mediated effect between popularity, brand fit, and impulse purchase intention. The results of the research will help clothing anchors to further understand consumers' information needs and perceived preferences, and provide references to improve the quality of live streaming.

The contemporary vampire story is an apt place to explore immortality, the afterlife and other dimensions in general. Additionally, there are numerous parallels between the vampire story and the Christian story. The vampire's 'maker', for example, can be compared to God, also known as 'maker', and a vampire's immortality offers a relevant parallel to the Christian idea of immortality in the afterlife. The CW network series The Vampire Diaries (2009–17) houses various narratives offering such comparisons, especially with regards to alternative dimensions ('worlds') that can potentially be construed as commentary on the afterlife. Interestingly, though, I believe that the most compelling narrative in this regard involves the witch Bonnie Bennett and not an actual vampire. Also interestingly, Bonnie often seems to hold more power than the vampires, even though she is not necessarily immortal (she is, however, considered a supernatural being). She perpetually saves her friends throughout the series, regularly willing to sacrifice her life for theirs and actually dies in Season 4 in effort to bring Jeremy Gilbert back to life. She embodies the New Testament verse in the book of John that states, '[g]reater love has no one than this: to lay down one's life for one's friends'. Despite that she is dead, she lives in a concurrent dimension, and only Jeremy is aware of her and can hear her. She is with him in the present. I posit that the storyline pertaining to Bonnie's character and her death in Seasons 4 and 5 in particular offers a possible and even compelling read on the biblical description of heaven and the afterlife – and God on the whole – per Judeo-Christian scripture and scriptural interpretation. [ABSTRACT FROM AUTHOR]

This article represents the first historical study of the port site of Genoa Fortress located on the coast of the city of Annaba (عنابة) in Algeria. In it, we sought to highlight this coastal maritime cultural heritage and introduce it by showcasing its role, commercial activity, and the events that the port experienced during various historical periods, along with the sequence and origin of its name over these periods. We also provided a brief historical overview of the city of Annaba (عنابة). Additionally, we explored its relationship with ports on other shores of the Mediterranean Sea, particularly Genoa in Italy, by extracting ideal Genoese maritime routes between Genoa and Annaba (عنابة), utilizing various new methodologies. Therefore, our main objective in this study was to highlight new and significant historical aspects of the Algerian city of Annaba (عنابة), especially during the Middle Ages, through the intensive application of various methodologies, including Google Earth Pro 2023 and geographic information systems. This aimed to provide a comprehensive and clear understanding of how sailors, in general, and Genoese sailors, in particular, selected ideal maritime routes during ancient and medieval historical periods (The maritime route between the port of Genoa in Annaba (عنابة) and the port of Genoa in Genoa as a case study.). [ABSTRACT FROM AUTHOR]

The Industrial Metrology Business Unit of Nikon Corporation, on behalf of ScottishPower Renewables and Maritime Archaeology (MA), Southampton, UK, has employed X-ray CT (computed tomography) to visualise the internal structure of an anchor found in the North Sea. The non-destructive method of internal inspection and measurement has helped to determine approximately when it was made. The results indicate that the artefact, initially thought to be potentially Roman, is probably more recent, likely dating to between the late 16th and early 17th centuries CE. This paper presents the discovery, recovery, analysis and interpretation of a significant find from a UK offshore wind farm and underscores the valuable role that non-destructive X-ray CT played in the investigation. [ABSTRACT FROM AUTHOR]

Innovation districts have gained attention as a fast-spreading urban economic development strategy, raising numerous questions. What are their distinguishing attributes? Are they a substantive policy innovation? Are they likely to succeed in fostering innovation and economic dynamism? We propose a definition of innovation districts based on their characteristic features. Given the ambiguity of the term in practice, this is crucial for understanding and analyzing the strategy. We then evaluate innovation districts by applying theories and current understandings of the spatial and economic development aspects of innovation, entrepreneurship, and human capital, illustrating with examples from Boston, Detroit, Saint Louis, and San Diego. We conclude that the combination of components that comprises innovation districts is both new and valuable. Innovation districts present a potential pathway for advancing regional economic development goals via the pathways of innovation and entrepreneurship. We stress the importance of rigorous empirical evaluation and research regarding a variety of practical and strategic concerns. [ABSTRACT FROM AUTHOR]

To address issues with excessive displacement, deformation, and insufficient load bearing capacity in high-fill-reinforced soil-retaining walls, a novel reinforced soil–frame anchor combination system was developed. Despite the limited existing research on its mechanical properties and synergy, a physical model test was conducted to investigate the system's behavior. The test focused on the horizontal displacement of the frame beam wall, grid strain, wall back earth pressure, and anchor strain. Results indicated that anchor prestress effectively controlled horizontal deformation, limiting it to 65% of the original displacement value. Additionally, as the top load increased, strain in the bottom bars showed minor changes, while strain in the middle and upper bars exhibited significant sensitivity to load variations. The application of anchor prestress reduced strain in each reinforcement layer, enhancing the geogrid's load bearing capacity. Furthermore, anchor prestress altered the distribution of earth pressure within the system, establishing a synergistic relationship between reinforced soil and frame beam anchors. This stress transfer mechanism improved overall system performance, as demonstrated in the test. Overall, the study confirmed the benefits and superior performance of the combined system. [ABSTRACT FROM AUTHOR]

Transcription factors (TFs) regulate gene expression by recognizing specific target enhancers in the genome. The DNA-binding and regulatory activity of TFs depend on the presence of additional protein partners, leading to the formation of versatile and dynamic multimeric protein complexes. Visualizing these protein–protein interactions (PPIs) in the nucleus is key for decrypting the molecular cues underlying TF specificity in vivo. Over the last few years, Bimolecular Fluorescence Complementation (BiFC) has been developed in several model systems and applied in the analysis of different types of PPIs. In particular, BiFC has been applied when analyzing PPIs with hundreds of TFs in the nucleus of live Drosophila embryos. However, the visualization of PPIs at the level of specific target enhancers or genomic regions of interest awaits the advent of DNA-labelling methods that can be coupled with BiFC. Here, we present a novel experimental strategy that we have called BiFOR and that is based on the coupling of BiFC with the bacterial ANCHOR DNA-labelling system. We demonstrate that BiFOR enables the precise quantification of the enrichment of specific dimeric protein complexes on target enhancers in Drosophila salivary gland nuclei. Given its versatility and sensitivity, BiFOR could be applied more widely to other tissues during Drosophila development. Our work sets up the experimental basis for future applications of this strategy. [ABSTRACT FROM AUTHOR]

In today’s society, beauty is more than just aesthetics, it has a profound impact on many aspects of life, including social interactions, self-confidence, and job opportunities. To quantify this beauty, the field of Facial Beauty Prediction (FBP) is gaining traction. In the field of FBP, traditional methods often fall short due to their reliance on absolute beauty scores, which do not fully capture the subjective nature of human aesthetic perception. This study presents a novel approach to address this gap through the development of Anchor-Net, a self-supervised learning model that predicts differences in relative beauty scores by comparing images. The objective of this research is to offer a more nuanced understanding of facial beauty by employing a reference image (anchor) alongside a prediction image, thereby aligning closer with how humans perceive aesthetic differences. To construct Anchor-Net, we first developed a Base model that predicts beauty scores using a model pre-trained with VGGFace2. This Base model was then adapted into Anchor-Net, which is designed to train on the difference in beauty scores between a reference image and a prediction image. Our methodology involved two transfer learning steps to leverage the strengths of pre existing models while tailoring them to our specific research problem. The experimental validation of Anchor-Net was conducted on the SCUT-FBP5500 benchmark dataset, utilizing a 6:4 training-testing split and 5-fold cross-validation to ensure robust testing of the model’s predictive capabilities. The results demonstrate that Anchor-Net outperforms other state-of-the-art deep learning algorithms on all metrics: Pearson Correlation (PC), Mean Absolute Error (MAE), and Root Mean Square Error (RMSE). Anchor-Net outperformed other models with a PC of 0.0021, MAE of 0.0055, and RMSE of 0.0065 on a 6:4 training-test split. On average, it achieved a PC of 0.0034, MAE of 0.0155, and RMSE of 0.0135 on 5-fold cross-validation. This research proposes a novel approach to FBP and suggests a broader application of relative comparison methodologies in fields where absolute measurements fall short.

When patients require reoperation after primary shoulder arthroplasty, revision reverse total shoulder arthroplasty (rTSA) is most commonly performed. However, defining clinically important improvement in these patients is challenging because benchmarks have not been previously defined. Furthermore, although the minimal clinically important difference and substantial clinical benefit are commonly used to assess clinically relevant success, these metrics are limited by ceiling effects that may cause inaccurate estimates of patient success. Our purpose was to define the minimal and substantial clinically important percentage of maximal possible improvement (MCI-%MPI and SCI-%MPI) for commonly used pain and functional outcome scores after revision rTSA and to quantify the proportion of patients achieving clinically relevant success. This retrospective cohort study used a prospectively collected single-institution database of patients who underwent first revision rTSA between August 2015 and December 2019. Patients with a diagnosis of periprosthetic fracture or infection were excluded. Outcome scores included the American Shoulder and Elbow Surgeons (ASES), raw and normalized Constant, Shoulder Pain and Disability Index (SPADI), Simple Shoulder Test (SST), and University of California, Los Angeles (UCLA) scores. We used an anchor-based method to calculate the MCI-%MPI and SCI-%MPI. In addition, we calculated the MCI-%MPI using a distribution-based method for historical comparison. The proportions of patients achieving each threshold were assessed. The influence of sex, type of primary shoulder arthroplasty, and reason for revision rTSA were also assessed by calculating cohort-specific thresholds. Ninety-three revision rTSAs with minimum 2-year follow-up were evaluated. The mean age of the patients was 67 years; 56% were female, and the average follow-up was 54 months. Revision rTSA was performed most commonly for failed anatomic TSA (n = 47), followed by hemiarthroplasty (n = 21), rTSA (n = 15), and humeral head resurfacing (n = 10). The indication for revision rTSA was most commonly glenoid loosening (n = 24), followed by rotator cuff failure (n = 23) and subluxation and unexplained pain (n = 11 for both). The anchor-based MCI-%MPI thresholds (% of patients achieving) were ASES = 33% (49%), raw Constant = 23% (64%), normalized Constant = 30% (61%), UCLA = 51% (53%), SST = 26% (68%), and SPADI = 29% (58%). The anchor-based SCI-%MPI thresholds (% of patients achieving) were ASES = 55% (31%), raw Constant = 41% (27%), normalized Constant = 52% (22%), UCLA = 66% (37%), SST = 74% (25%), and SPADI = 49% (34%). This study is the first to establish thresholds for the MCI-%MPI and SCI-%MPI at minimum 2 years after revision rTSA, providing physicians an evidence-based method to assess patient outcomes postoperatively. [ABSTRACT FROM AUTHOR]

Copyright of Tunnel Construction / Suidao Jianshe (Zhong-Yingwen Ban) is the property of Tunnel Construction Editorial Office and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)

In this study, we aimed to classify bladder cancer patients using tumoral and non-tumoral gene expression data. In this way, we aimed to determine which genes are effective on tumoral and normal tissues. In addition, for this purpose, we planned to perform this classification using interpretable methods (The aim of this study was to classify bladder cancer patients using gene expression data from tumoral and non-tumoral tissues. By doing so, we wanted to determine which genes were effective on both tumoral and normal tissues. Moreover, for this purpose, we planned to use interpretable methods for this classification.). Analyses using permutation feature importance (PFI), SHapley Additive exPlanations (SHAP), local interpretable model-agnostic explanations (LIME), and Anchor methods on data from Gene Expression Omnibus (GEO) and Curated Microarray Database we did (We performed analyses using permutation feature importance (PFI), SHapley Additive exPlanations (SHAP), local interpretable model-agnostic explanations (LIME), and Anchor methods on data from Gene Expression Omnibus (GEO) and Curated Microarray Database.). These are eXplainable methods used to determine the importance of genes in classification. According to the results of our study, the most important genes were determined as LINC00161, ACACB, and CBARP according to the PFI method, HSPA6, STON2, and RFC2 according to the SHAP method, PRUNE2 and ABCC13 according to the LIME method, and TMEM74, KLHL10, and GAMT according to the Anchor method. This study shows that genes involved in other cancer types are also effective in bladder cancer. In addition, it has been observed that using explainable methods in cancer data can support prognosis and treatment in the clinic. [ABSTRACT FROM AUTHOR]

Copyright of Journal of Computer Engineering & Applications is the property of Beijing Journal of Computer Engineering & Applications Journal Co Ltd. and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)

"Pilgrims of Hope" is the Church's theme for the Jubilee year in 2025. The colorful logo for the celebration represents its three core dimensions: gathering in variety and unity, anchored in the cross, and moving forward in a world of regression. This essay explores the theme's core ideas and how Christians can become aware of and be grateful for the message proclaimed in the gospel. [ABSTRACT FROM AUTHOR]

Accurate lane position prediction is crucial in autonomous driving for safe vehicle maneuvering. Monocular cameras, aided by AI advancements, have proven to be effective in this task. However, 2D image space predictions overlook lane height, causing poor results in uphill or downhill scenarios that affect action judgments, such as in the planning and control module. Previous 3D-lane detection approaches relied solely on applying Inverse Perspective Mapping (IPM) on the encoded camera feature map, which may not be ordered according to the perspective principle leading to sub-optimal prediction results. To address these issues, we present the LS-3DLane network, inspired by the Lift-Splat-Shoot architecture, which predicts lane position in 3D space using a data-driven approach. The network also employs the Parallelism loss, using prior knowledge of lane geometry, to improve performance. Such loss can be used for training any 3D lane position prediction network and would boost the performance. Our results show that LS-3DLane outperforms previous approaches like Gen-LaneNet and 3D-LaneNet, with F-score improvements reaching 5.5% and 10%, respectively, in certain cases. LS-3DLane performs similarly in X/Z error metrics. Parallelism loss was shown to boost the F-Score KPI when applied to any of the models under test (LS-3DLane, GenLaneNet, and 3DLaneNet) by up to 2.8% in certain cases and has a positive impact on nearly all the other KPIs. [ABSTRACT FROM AUTHOR]

In recent years, with the continuous promotion of the " Ocean Power" strategy, Underwater Wireless Optical Communication (UWOC) has played an important role in marine military, underwater environment monitoring, submarine oil exploration and marine science research due to its advantages in large bandwidth, fast rate, low power consumption and high security. UWOC has become a new feasible underwater communication technology. The positioning technology is now regarded as the basis of UWOC applications and one of the key techniques in underwater target detection & moving object tracking, which has been favored by researchers. In this paper, the development of UWOC and related research results are introduced in detail, with diverse UWOC localization methods being analyzed. Besides, the research status, the challenges and the development prospects for UWOC localization technology are also discussed.

In the case of nuclear power plants near end of their design life, a reassessment of the performance of safety-related equipment may be necessary to determine whether to shut down or extend the operation of the power plant. Therefore, it is necessary to evaluate the level of performance decline due to degradation. Electrical cabinets, including MCC and switchgear, are representative safety-related equipment. Several studies have assessed the degradation and seismic performance of nuclear power plant equipment. Most of those researches are limited to individual components due to the size of safety-related equipment and test equipment. However, only a few studies assessed the degradation performance of electrical cabinets. The equipment of various nuclear power plants is anchored to concrete foundations, and crack in concrete foundations is one of the most representative of degradation that could be visually confirmed. However, it is difficult to find a study for analysis through testing the effect of cracks in concrete foundations on the response of electrical cabinet internal equipment fixed by anchors. In this study, using a simple cabinet model considering cast-in-place anchor in uncracked and cracked concretes, a tri-axial shaking table tests were performed and the seismic behavior were observed.

Abstract Composite rigid-frame bridges with steel girders have excellent structural performance, but behavioral inconsistency appears at the connection between the steel girder and concrete pier. In addition, composite rigid-frame bridges are challenging to construct owing to the need to connect different materials at the pier. Therefore, this study developed and demonstrated a composite rigid-frame bridge with a construction joint and anchors. The structural performance and composite behavior of the proposed construction joint were investigated by evaluating a direct connection between the girder and concrete prior to casting (Joint A), a plain construction joint (Joint B), and a construction joint with anchors (Joint C). Joints B and C exhibited 16.5% and 46.5% higher ultimate capacities, respectively, than did Joint A. Finite element analysis of Joint C was conducted, and its results were verified against the experimental results. Further, parameter analysis was performed to determine the effects of the steel girder strength and anchor diameter. The results indicated that the proposed construction joint with anchors exhibited excellent structural performance and composite behavior.

This article details a correction to: Röseler, L., Weber, L., Helgerth, K., Stich, E., Günther, M., Tegethoff, P., … Schütz, A. (2022). The Open Anchoring Quest Dataset: Anchored Estimates from 96 Studies on Anchoring Effects. Journal of Open Psychology Data, 10(1), 16. DOI: https://doi.org/10.5334/jopd.67