医学 AI

Variational Representational Similarity Analysis (vRSA) for M/EEG

Alex Lepauvre, Lucia Melloni, Karl Friston, Peter Zeidman

专题命中 医学影像 ：MRI(abstract)；分类 q-bio

Comments 24 pages, 7 figures, code available at https://github.com/pzeidman/vRSA_MEEG

An in-silico approach to meniscus tissue regeneration: Modeling, numerical simulation, and experimental analysis

Elise Grosjean, Alex Keilmann, Henry Jäger, Shimi Mohanan, Claudia Redenbach, Bernd Simeon, Christina Surulescu, Luisa de Roy, Andreas Seitz, Graciosa Teixeira, Martin Dauner, Carsten Linti, Günter Schmidt

专题命中 医学影像 ：CT(abstract)；分类 q-bio

AI-derived layer-specific OCT biomarkers for classification of geographic atrophy

Yukun Guo, An-Lun Wu, Tristan T. Hormel, Liqin Gao, Min Gao, Thomas S. Hwang, Steven T. Bailey, Yali Jia

专题命中 医学影像 ：diagnosis(abstract)；分类 q-bio

Comments 12 pages, 5 figures

The $N_H$ Distribution of Hard X-ray Selected AGN in the NEP Field

Samantha Creech, Francesca Civano, Daniel R. Wik, Ross Silver, Xiurui Zhao, Rafael Ortiz, Tonima Ananna, Normal A. Grogin, Rolf Jansen, Anton M. Koekemoer, Christopher N. A. Willmer, Rogier A. Windhorst

专题命中 医学影像 ：CT(abstract)

Comments 24 pages, 14 figures, 7 tables

Accelerated primal dual fixed point algorithm

Ya-Nan Zhu

专题命中 医学影像 ：CT(abstract)

Comments 28 pages, 4 figures

Medical Hallucinations in Foundation Models and Their Impact on Healthcare

Yubin Kim, Hyewon Jeong, Shan Chen, Shuyue Stella Li, Chanwoo Park, Mingyu Lu, Kumail Alhamoud, Jimin Mun, Cristina Grau, Minseok Jung, Rodrigo Gameiro, Lizhou Fan, Eugene Park, Tristan Lin, Joonsik Yoon, Wonjin Yoon, Maarten Sap, Yulia Tsvetkov, Paul Liang, Xuhai Xu, Xin Liu, Chunjong Park, Hyeonhoon Lee, Hae Won Park, Daniel McDuff, Samir Tulebaev, Cynthia Breazeal

机构 * Massachusetts Institute of Technology（麻省理工学院） ； Harvard Medical School（哈佛医学院） ； University of Washington（华盛顿大学） ； Carnegie Mellon University（卡内基梅隆大学） ； Seoul National University Hospital（首尔国立大学医院） ； Google Research（谷歌研究） ； Google DeepMind（谷歌DeepMind） ； Columbia University（哥伦比亚大学） ； Johns Hopkins University（约翰霍普金斯大学） 纠错

专题命中 临床大模型 ：biomedical(abstract)

Knowledge Distillation and Enhanced Subdomain Adaptation Using Graph Convolutional Network for Resource-Constrained Bearing Fault Diagnosis

Mohammadreza Kavianpour, Parisa Kavianpour, Amin Ramezani, Mohammad TH Beheshti

机构 * Department of Electrical and Computer Engineering, Tarbiat Modares University, Iran（电子与计算机工程系，塔里比亚特·莫达雷斯大学，伊朗） ； Faculty of Engineering and Technology, University of Mazandaran, Iran（工程与技术学院，马赞德兰大学，伊朗） ； Department of Medicine, Baylor College of Medicine, USA（医学系，贝勒医学院，美国） 纠错

专题命中 诊断辅助 ：diagnosis(title,abstract)；分类 cs.LG、eess.SP

Journal ref Knowledge-Based Systems, Volume 329, Part B, 4 November 2025, 114251

Physics-Informed Deep Learning and Partial Transfer Learning for Bearing Fault Diagnosis in the Presence of Highly Missing Data

Mohammadreza Kavianpour, Parisa Kavianpour, Amin Ramezani

机构 * Faculty of Electrical and Computer Engineering, Tarbiat Modares University（塔里克·莫达雷斯大学电气与计算机工程学院） ； Faculty of Technology and Engineering, University of Mazandaran（马赞德兰大学技术与工程学院） 纠错

专题命中 诊断辅助 ：diagnosis(title,abstract)；分类 cs.LG、eess.SP

Journal ref Measurement, Volume 257, Part D, 15 January 2026, 118890

Graph Neural Network-Based Semi-Supervised Open-Set Fault Diagnosis for Marine Machinery Systems

Chuyue Lou, M. Amine Atoui

机构 * Intelligent Transportation School, Zhejiang Institute of Communications, China（浙江交通学院智能交通学院） ； Center for Applied Intelligent Systems Research, Halmstad University, Sweden（哈马碧大学应用智能系统研究中心） 纠错

专题命中 诊断辅助 ：diagnosis(title,abstract)

Validating Deep Models for Alzheimer's 18F-FDG PET Diagnosis Across Populations: A Study with Latin American Data

Hugo Massaroli, Hernan Chaves, Pilar Anania, Mauricio Farez, Emmanuel Iarussi, Viviana Siless

机构 * Business School, Di Tella University, Argentina（迪特埃拉大学商学院，阿根廷） ； Fleni Institute, Buenos Aires, Argentina（弗莱尼研究所，布宜诺斯艾利斯，阿根廷） 纠错

专题命中 诊断辅助 ：diagnosis(title)；分类 cs.CV

Comments 7 pages, 2 figures

MvHo-IB: Multi-View Higher-Order Information Bottleneck for Brain Disorder Diagnosis

Kunyu Zhang, Qiang Li, Shujian Yu

机构 * International College, Zhengzhou University（郑州大学国际学院） ； Tri-Institutional Center for Translational Research in Neuroimaging and Data Science（翻译神经影像与数据科学的三机构中心） ； Georgia State（佐治亚州立大学） ； Georgia Tech（佐治亚理工学院） ； Emory University（埃默里大学） ； Department of Computer Science（计算机科学系） ； Vrije Universiteit Amsterdam（阿姆斯特丹自由大学） ； Department of Physics and Technology（物理与技术系） ； UiT - The Arctic University of Norway（挪威北极大学） 纠错

专题命中 诊断辅助 ：diagnosis(title)；分类 cs.LG

Comments Accepted by MICCAI-25, code is available at \url{https://github.com/zky04/MvHo-IB}

Progressive Translation of H&E to IHC with Enhanced Structural Fidelity

Yuhang Kang, Ziyu Su, Tianyang Wang, Zaibo Li, Wei Chen, Muhammad Khalid Khan Niazi

专题命中 诊断辅助 ：pathology(abstract)；diagnosis(abstract)；分类 cs.CV

Rethinking Glaucoma Calibration: Voting-Based Binocular and Metadata Integration

Taejin Jeong, Joohyeok Kim, Jaehoon Joo, Seong Jae Hwang

机构 * Yonsei University（延世大学） ； Mediwhale（Mediwhale公司） ； LG Electronics（LG电子公司） 纠错

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.CV、eess.IV

KAT-GNN: A Knowledge-Augmented Temporal Graph Neural Network for Risk Prediction in Electronic Health Records

Kun-Wei Lin, Yu-Chen Kuo, Hsin-Yao Wang, Yi-Ju Tseng

机构 * Institute of Computer Science and Engineering, National Yang Ming Chiao Tung University（计算机科学与工程研究所，国立阳明交通大学） ； School of Medicine, National Tsing Hua University（医学院，国立清华大学） ； Department of Computer Science, National Yang Ming Chiao Tung University（计算机科学系，国立阳明交通大学） ； Computational Health Informatics Program, Boston Children’s Hospital（计算健康信息学计划，波士顿儿童医院） 纠错

专题命中 诊断辅助 ：CT(abstract)；分类 cs.LG

Comments 10 pages, 3 figures

Anatomically Constrained Transformers for Echocardiogram Analysis

Alexander Thorley, Agis Chartsias, Jordan Strom, Jeremy Slivnick, Dipak Kotecha, Alberto Gomez, Jinming Duan

机构 * University of Birmingham, School of Computer Science（英国伯明翰大学计算机科学学院） ； University of Chicago（芝加哥大学） ； Institute of Cardiovascular Sciences, University of Birmingham（英国伯明翰大学心血管科学研究所） ； Ultromics Ltd（Ultromics有限公司） 纠错

专题命中 诊断辅助 ：pathology(abstract)；分类 cs.CV

Optimizing Uncertainty-Aware Deep Learning for On-the-Edge Murmur Detection in Low-Resource Settings

Andrea De Simone, Noemi Giordano, Silvia Seoni, Kristen M. Meiburger, Fabrizio Riente

专题命中 诊断辅助 ：diagnosis(abstract)；分类 eess.SP

Identifying Slug Formation in Oil Well Pipelines: A Use Case from Industrial Analytics

Abhishek Patange, Sharat Chidambaran, Prabhat Shankar, Manjunath G. B., Anindya Chatterjee

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.LG

Comments This paper ID 254 has been accepted for presentation in the Demonstration Track of the 13th ACM IKDD CODS Conference on Data Science CODS 2025, IISER Pune, India, from December 17 to 20, 2025

Chronic Diseases Prediction using Machine Learning and Deep Learning Methods

Houda Belhad, Asmae Bourbia, Salma Boughanja

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.LG

Comments The authors withdraw this paper following our supervisor's recommendation. Major modifications to the methodology and analysis are required, and the current version does not reflect the final validated work. A revised version will be submitted after completing the improvements

MicroRemed: Benchmarking LLMs in Microservices Remediation

Lingzhe Zhang, Yunpeng Zhai, Tong Jia, Chiming Duan, Minghua He, Leyi Pan, Zhaoyang Liu, Bolin Ding, Ying Li

机构 * Peking University（北京大学） ； Alibaba Group（阿里巴巴集团） ； Tsinghua University（清华大学） 纠错

专题命中 诊断辅助 ：diagnosis(abstract)

Comments 24 pages, 13 figures, 5 tables

Multiplexed Catheter-Integrated Pressure Sensing System for Endoluminal Interventions

Xiaotong Guo, Qindong Zheng, Jinshi Zhao, Bing Li, Eric Morgan Yeatman

专题命中 诊断辅助 ：diagnosis(abstract)

First Time Observed M-Shaped Coronal Mass Ejection Associated with a Blowout Jet and an Extreme Ultraviolet Wave

Yu-Hu Miao, Lin-Hua Deng, Chao-Wei Jiang, Abouazza Elmhamdi, Jiang-Tao Su, Ming-Xiang Guan, Hai-Xin Zou, Jiao-Man Li, Xue-Mei Cao, Jun-Tao Wang, Yun-Zhi Hua

专题命中 诊断辅助 ：diagnosis(abstract)

Comments 17 pages,6 figures

Discourse Heuristics For Paradoxically Moral Self-Correction

Guangliang Liu, Zimo Qi, Xitong Zhang, Kristen Marie Johnson

机构 * Michigan State University（密歇根州立大学） ； Johns Hopkins University（约翰霍普金斯大学） 纠错

专题命中 诊断辅助 ：diagnosis(abstract)

PRISM2: Unlocking Multi-Modal General Pathology AI with Clinical Dialogue

Eugene Vorontsov, George Shaikovski, Adam Casson, Julian Viret, Eric Zimmermann, Neil Tenenholtz, Yi Kan Wang, Jan H. Bernhard, Ran A. Godrich, Juan A. Retamero, Jinru Shia, Mithat Gonen, Martin R. Weiser, David S. Klimstra, Razik Yousfi, Nicolo Fusi, Thomas J. Fuchs, Kristen Severson, Siqi Liu

机构 * Paige, NYC, NY United States（美国纽约市帕伊公司） ； Microsoft Research, Cambridge, MA United States（微软研究院） ； Memorial Sloan Kettering Cancer Center, NYC, NY United States（纪念斯隆凯特林癌症中心） ； University of Yale, New Haven, CT United States（耶鲁大学） 纠错

专题命中 病理影像 ：pathology(title,abstract)；分类 cs.CV

Knowledge Elicitation with Large Language Models for Interpretable Cancer Stage Identification from Pathology Reports

Yeawon Lee, Christopher C. Yang, Chia-Hsuan Chang, Grace Lu-Yao

专题命中 病理影像 ：pathology(title,abstract)

MGPATH: Vision-Language Model with Multi-Granular Prompt Learning for Few-Shot WSI Classification

Anh-Tien Nguyen, Duy Minh Ho Nguyen, Nghiem Tuong Diep, Trung Quoc Nguyen, Nhat Ho, Jacqueline Michelle Metsch, Miriam Cindy Maurer, Daniel Sonntag, Hanibal Bohnenberger, Anne-Christin Hauschild

专题命中 病理影像 ：pathology(abstract)；分类 cs.CV、cs.LG

Comments Published in Transactions on Machine Learning Research (09/2025)

Journal ref Transactions on Machine Learning Research (09/2025)

Robust Atypical Mitosis Classification with DenseNet121: Stain-Aware Augmentation and Hybrid Loss for Domain Generalization

Adinath Dukre, Ankan Deria, Yutong Xie, Imran Razzak

机构 * Mohamed Bin Zayed University of Artificial Intelligence（Mohamed Bin Zayed人工智能大学） 纠错

专题命中 病理影像 ：pathology(abstract)；分类 cs.CV

Comments MIDOG 2025 MICCAI Workshop accepted

Hyperparameter Optimization and Reproducibility in Deep Learning Model Training

Usman Afzaal, Ziyu Su, Usama Sajjad, Hao Lu, Mostafa Rezapour, Metin Nafi Gurcan, Muhammad Khalid Khan Niazi

专题命中 病理影像 ：pathology(abstract)；分类 cs.CV

SurGen: 1020 H&E-stained Whole Slide Images With Survival and Genetic Markers

Craig Myles, In Hwa Um, Craig Marshall, David Harris-Birtill, David J. Harrison

机构 * School of Computer Science University of St Andrews（计算机科学学院圣安德鲁大学） ； School of Medicine University of St Andrews（医学学院圣安德鲁大学） ； Lothian Biorepository NHS Lothian（洛锡安生物库NHS洛锡安） 纠错

专题命中 病理影像 ：pathology(abstract)；分类 cs.CV

Comments To download the dataset, see https://doi.org/10.6019/S-BIAD1285. See https://github.com/CraigMyles/SurGen-Dataset for GitHub repository and additional info

Journal ref GigaScience, Volume 14, 2025, giaf086

Exploring Large Language Models for Detecting Mental Disorders

Gleb Kuzmin, Petr Strepetov, Maksim Stankevich, Natalia Chudova, Artem Shelmanov, Ivan Smirnov

机构 * AIRI ； ISP RAS Research Center for Trusted Artificial Intelligence（俄罗斯科学院信息与系统研究信任人工智能研究中心） ； FRC CSC RAS（俄罗斯科学院应用数学与计算机科学研究所） ； MIPT（米哈伊尔·伊万诺维奇·普京高等经济学院） ； RUDN University（俄罗斯人民友谊大学） ； MBZUAI（马斯喀特大学人工智能研究所） 纠错

专题命中 病理影像 ：pathology(abstract)

Comments Accepted to EMNLP 2025

Vision-Language Model-Based Semantic-Guided Imaging Biomarker for Lung Nodule Malignancy Prediction

Luoting Zhuang, Seyed Mohammad Hossein Tabatabaei, Ramin Salehi-Rad, Linh M. Tran, Denise R. Aberle, Ashley E. Prosper, William Hsu

机构 * organization= Medical \& Imaging Informatics, Department of Radiological Sciences, David Geffen School of Medicine at UCLA , city= Los Angeles , postcode= 90095 , state= CA , country= USA ； organization= Department of Medicine, Division of Pulmonology ； Critical Care, David Geffen School of Medicine at UCLA , city= Los Angeles , postcode= 90095 , state= CA , country= USA 纠错

专题命中 医疗多模态 ：CT(abstract)；diagnosis(abstract)；分类 cs.CV、q-bio；biomedical(journal_ref)

Journal ref Journal of Biomedical Informatics 172 (2025) 104947