Hybrid Explanation-Guided Learning for Transformer-Based Chest X-Ray Diagnosis
Shelley Zixin Shu, Haozhe Luo, Alexander Poellinger, Mauricio Reyes
机构
*
ARTORG Center for Biomedical Engineering Research, University of Bern（ARTORG生物医学工程研究中心，伯恩大学）
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Inselspital (Bern University Hospital)（Inselspital（伯恩大学医院））
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Insel Gruppe Bern Universitätsinstitut für Diagnostische, Interventionelle und Pädiatrische Radiologie（Bern大学诊断、介入和儿科放射学研究所）
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Department of Radiation Oncology, Inselspital, Bern University Hospital（放射肿瘤科，Inselspital，伯恩大学医院）
机构
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College of Information Science and Engineering（信息科学与工程学院）
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Ritsumeikan University（立命馆大学）
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Tiwaki Co., Ltd.（Tiwaki公司）
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Dalian University of Technology（大连理工大学）
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School of Software（软件学院）
；
Zhejiang University（浙江大学）
BAAF: A benchmark attention adaptive framework for medical ultrasound image segmentation tasks
Gongping Chen, Lei Zhao, Xiaotao Yin, Liang Cui, Jianxun Zhang, Yu Dai, Ningning Liu
机构
*
College of Biomedical Engineering and Technology, Tianjin Medical University（天津医科大学生物医学工程学院）
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College of Computer Science and Electronic Engineering, Hunan University（湖南大学计算机科学与电子工程学院）
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Department of Urology, Fourth Medical Center of PLA General Hospital（中国人民解放军第四医学中心泌尿外科科）
；
Department of Urology, Civil Aviation General Hospital（民航总医院泌尿外科科）
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College of Artificial Intelligence, Nankai University（南开大学人工智能学院）
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Department of Ultrasonography, Tianjin Medical University Second Hospital（天津医科大学第二医院超声科）
Uncertainty-Supervised Interpretable and Robust Evidential Segmentation
Yuzhu Li, An Sui, Fuping Wu, Xiahai Zhuang
机构
*
School of Data Science, Fudan University, Shanghai, China（复旦大学数据科学学院）
；
Institute of Science and Technology for Brain-inspired intelligence, Fudan University, Shanghai, China（复旦大学脑启发式智能技术研究所）
；
Nuffield Department of Population Health, University of Oxford, Oxford, UK（牛津大学人口健康牛津部门）
Disentangling Neurodegeneration with Brain Age Gap Prediction Models: A Graph Signal Processing Perspective
Saurabh Sihag, Gonzalo Mateos, Alejandro Ribeiro
机构
*
Department of Electrical and Computer Engineering at the University at Albany, SUNY（纽约州立大学阿尔巴尼分校电气与计算机工程系）
；
Department of Electrical and Computer Engineering at the University of Rochester（罗切斯特大学电气与计算机工程系）
；
Department of Electrical and Systems Engineering at the University of Pennsylvania（宾夕法尼亚大学电气与系统工程系）
专题命中
医学影像
：MRI(abstract)；分类 q-bio、eess.SP
CommentsAccepted for publication in IEEE Signal Processing Magazine
Calibration and Uncertainty for multiRater Volume Assessment in multiorgan Segmentation (CURVAS) challenge results
Meritxell Riera-Marin, Sikha O K, Julia Rodriguez-Comas, Matthias Stefan May, Zhaohong Pan, Xiang Zhou, Xiaokun Liang, Franciskus Xaverius Erick, Andrea Prenner, Cedric Hemon, Valentin Boussot, Jean-Louis Dillenseger, Jean-Claude Nunes, Abdul Qayyum, Moona Mazher, Steven A Niederer, Kaisar Kushibar, Carlos Martin-Isla, Petia Radeva, Karim Lekadir, Theodore Barfoot, Luis C. Garcia Peraza Herrera, Ben Glocker, Tom Vercauteren, Lucas Gago, Justin Englemann, Joy-Marie Kleiss, Anton Aubanell, Andreu Antolin, Javier Garcia-Lopez, Miguel A. Gonzalez Ballester, Adrian Galdran
机构
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Sycai Technologies SL, Scientific
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Technical Department, Barcelona, Spain
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Universitätsklinikum Erlangen, Department of Radiology, Uniklinikum Erlangen, Erlangen, Germany
；
University Hospital Erlangen, Imaging Science Institute, Erlangen, Germany
；
Hospital de Sant Pau i la Santa Creu, Diagnostic Imaging Department, Barcelona, Spain
；
Institut de Recerca Sant Pau - Centre CERCA, Advanced Medical Imaging, Artificial Intelligence
；
Imaging-Guided Therapy Research Group, Barcelona, Spain
；
Hospital Universitari Vall d'Hebron, Department of Radiology, Institut de Diagnòstic per la Imatge (IDI), Barcelona, Spain
；
TECNALIA, Basque Research
；
Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China
；
University of Chinese Academy of Sciences, Beijing, China
；
Lung Institute, Faculty of Medicine, Imperial College London, London, United Kingdom
；
Centre for Medical Image Computing, Department of Computer Science, University College London, London, United Kingdom
；
Barcelona Artificial Intelligence in Medicine Lab (BCN-AIM), Facultat de Matemàtiques i Informàtica, Universitat de Barcelona, Barcelona, Spain
；
Institute of Neuroscience, Universitat de Barcelona, Barcelona, Spain
；
King's College London (KCL), London, United Kingdom
；
University of Edinburgh, Edinburgh, United Kingdom
Anatomically and Metabolically Informed Diffusion for Unified Denoising and Segmentation in Low-Count PET Imaging
Menghua Xia, Kuan-Yin Ko, Der-Shiun Wang, Ming-Kai Chen, Qiong Liu, Huidong Xie, Liang Guo, Wei Ji, Jinsong Ouyang, Reimund Bayerlein, Benjamin A. Spencer, Quanzheng Li, Ramsey D. Badawi, Georges El Fakhri, Chi Liu
Padé Approximant Neural Networks for Enhanced Electric Motor Fault Diagnosis Using Vibration and Acoustic Data
Sertac Kilickaya, Levent Eren
专题命中
诊断辅助
：diagnosis(title,abstract)；分类 cs.LG
CommentsThis version is the author's accepted manuscript. It has been peer-reviewed and accepted for publication in Journal of Vibration Engineering & Technologies. The final published version is available at https://doi.org/10.1007/s42417-025-02129-5
Journal refJournal of Vibration Engineering & Technologies, Volume 13, 2025
DiaCDM: Cognitive Diagnosis in Teacher-Student Dialogues using the Initiation-Response-Evaluation Framework
Rui Jia, Yuang Wei, Ruijia Li, Yuan-Hao Jiang, Xinyu Xie, Yaomin Shen, Min Zhang, Bo Jiang
机构
*
Lab of Artificial Intelligence for Education, East China Normal University, China（人工智能教育实验室，华东师范大学，中国）
；
Shanghai Institute of Artificial Intelligence for Education, East China Normal University, China（人工智能教育上海研究院，华东师范大学，中国）
；
XR System Application Research Center, Nanchang Research Institute, Zhejiang University, China（XR系统应用研究中心，南昌研究所，浙江大学，中国）
PET Head Motion Estimation Using Supervised Deep Learning with Attention
Zhuotong Cai, Tianyi Zeng, Jiazhen Zhang, Eléonore V. Lieffrig, Kathryn Fontaine, Chenyu You, Enette Mae Revilla, James S. Duncan, Jingmin Xin, Yihuan Lu, John A. Onofrey
机构
*
National Key Laboratory of Human-Machine Hybrid Augmented Intelligence, Xi’an Jiaotong University（国家人类-机器混合增强智能重点实验室，西安交通大学）
；
Department of Radiology and Biomedical Imaging, Yale University（放射学与生物医学成像系，耶鲁大学）
；
Department of Biomedical Engineering, Yale University（生物医学工程系，耶鲁大学）
；
Department of Electrical and Computer Engineering, Yale University（电气与计算机工程系，耶鲁大学）
专题命中
诊断辅助
：diagnosis(abstract)；分类 cs.CV
CommentsAccepted for publication in IEEE Transactions on Medical Imaging (TMI), 2025. This is the accepted manuscript version
Large language models management of medications: three performance analyses
Kelli Henry, Steven Xu, Kaitlin Blotske, Moriah Cargile, Erin F. Barreto, Brian Murray, Susan Smith, Seth R. Bauer, Xingmeng Zhao, Adeleine Tilley, Yanjun Gao, Tianming Liu, Sunghwan Sohn, Andrea Sikora
机构
*
Department of Pathology and Laboratory Medicine, University of Pennsylvania（病理学与实验室医学系，宾夕法尼亚大学）
；
Department of Biostatistics, Epidemiology & Informatics, University of Pennsylvania（生物统计学、流行病学与信息学系，宾夕法尼亚大学）
；
Department of Pathology, University of California at San Francisco（病理学系，加州大学旧金山分校）
；
Department of Pathology, Stanford University（病理学系，斯坦福大学）
；
Department of Electrical and System Engineering, University of Pennsylvania（电气与系统工程系，宾夕法尼亚大学）
SPADE: Spatial Transcriptomics and Pathology Alignment Using a Mixture of Data Experts for an Expressive Latent Space
Ekaterina Redekop, Mara Pleasure, Zichen Wang, Kimberly Flores, Anthony Sisk, William Speier, Corey W. Arnold
机构
*
Biomedical AI Research Lab, University of California, Los Angeles（生物医学人工智能研究实验室，加州大学洛杉矶分校）
；
Department of Pathology, University of California, Los Angeles（病理学系，加州大学洛杉矶分校）
；
Department of Radiology, University of California, Los Angeles（放射学系，加州大学洛杉矶分校）
；
Department of Bioengineering, University of California, Los Angeles（生物工程系，加州大学洛杉矶分校）
；
UCLA Medical Informatics Home Area, University of California, Los Angeles（UCLA医学信息学家庭区域，加州大学洛杉矶分校）
；
Department of Computational Medicine, University of California, Los Angeles（计算医学系，加州大学洛杉矶分校）
机构
*
Beijing University of Posts and Telecommunications（北京邮电大学）
；
University of California, Santa Barbara（加州大学圣巴巴拉分校）
；
Peking Union Medical College Hospital（北京佑安医学大学医院）
