医学 AI

DynSTG-Mamba: Dynamic Spatio-Temporal Graph Mamba with Cross-Graph Knowledge Distillation for Gait Disorders Recognition

Zakariae Zrimek, Youssef Mourchid, Mohammed El Hassouni

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

Comments After receiving detailed feedback from journalreviewers, we identified limitations in the initial approach and substantially improved the methodology and contributions of the work. To ensure clarity and avoid confusion between the initial and revised versions, we are withdrawing this submission. A new version reflecting these improvements will be submitted and made available on arXiv shortly

GRID: Graph-based Reasoning for Intervention and Discovery in Built Environments

Taqiya Ehsan, Shuren Xia, Jorge Ortiz

机构 * Rutgers University（罗格斯大学） 纠错

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

Diagnosing Violations of State-based Specifications in iCFTL

Cristina Stratan, Claudio Mandrioli, Domenico Bianculli

专题命中 诊断辅助 ：diagnosis(abstract)

ClusterRCA: An End-to-End Approach for Network Fault Localization and Classification for HPC System

Yongqian Sun, Xijie Pan, Xiao Xiong, Lei Tao, Jiaju Wang, Shenglin Zhang, Yuan Yuan, Yuqi Li, Kunlin Jian

机构 * National University of Defense Technology（国防科技大学） ； Huawei（华为） ； Tianjin Key Laboratory of Software Experience（天津软件体验与人机交互重点实验室） ； Haihe Laboratory of Information Technology Application Innovation（海河信息科技应用创新实验室） 纠错

专题命中 诊断辅助 ：diagnosis(abstract)

Med-PRM: Medical Reasoning Models with Stepwise, Guideline-verified Process Rewards

Jaehoon Yun, Jiwoong Sohn, Jungwoo Park, Hyunjae Kim, Xiangru Tang, Yanjun Shao, Yonghoe Koo, Minhyeok Ko, Qingyu Chen, Mark Gerstein, Michael Moor, Jaewoo Kang

机构 * Korea University（韩国大学） ； ETH Zürich（苏黎世联邦理工学院） ； Yale University（耶鲁大学） ； AIGEN Sciences（AIGEN公司） ； Hanyang University College of Medicine（翰雅大学医学院） ； University of Ulsan College of Medicine（釜山大学医学院） 纠错

专题命中 诊断辅助 ：diagnosis(abstract)

Comments Accepted to EMNLP 2025 (Oral)

Echo-Path: Pathology-Conditioned Echo Video Generation

Kabir Hamzah Muhammad, Marawan Elbatel, Yi Qin, Xiaomeng Li

机构 * Hong Kong University of Science and Technology（香港科学与技术大学） 纠错

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

Comments 10 pages, 3 figures, MICCAI-AMAI2025 Workshop

IPGPhormer: Interpretable Pathology Graph-Transformer for Survival Analysis

Guo Tang, Songhan Jiang, Jinpeng Lu, Linghan Cai, Yongbing Zhang

机构 * Harbin Institute of Technology, Shenzhen（哈尔滨工业大学（深圳）） ； University of Science and Technology of China（中国科学技术大学） 纠错

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

Comments 13 pages, 5 figures

PROFUSEme: PROstate Cancer Biochemical Recurrence Prediction via FUSEd Multi-modal Embeddings

Suhang You, Carla Pitarch-Abaigar, Sanket Kachole, Sumedh Sonawane, Juhyung Ha, Anish Sudarshan Gada, David Crandall, Rakesh Shiradkar, Spyridon Bakas

机构 * Division of Computational Pathology, Department of Pathology and Laboratory Medicine, Indiana University School of Medicine, Indianapolis, IN, USA（计算病理学部，病理与实验室医学部，印第安纳大学医学院，印第安纳波利斯，印第安纳州，美国） ； Indiana University Melvin and Bren Simon Comprehensive Cancer Center, Indianapolis, IN, USA（印第安纳大学Melvin和Bren Simon综合癌症中心，印第安纳波利斯，印第安纳州，美国） ； Luddy School of Informatics, Computing, and Engineering, Indiana University, IN, USA（卢迪信息学、计算与工程学院，印第安纳大学，印第安纳州，美国） ； Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, IN, USA（放射学与成像科学部，印第安纳大学医学院，印第安纳波利斯，印第安纳州，美国） ； Department of Biostatistics and Health Data Science, Indiana University School of Medicine, Indianapolis, IN, USA（生物统计学与健康数据科学部，印第安纳大学医学院，印第安纳波利斯，印第安纳州，美国） 纠错

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

Comments 11 pages, 1 figure, method paper for CHIMERA 2025 Challenge

Block-Fused Attention-Driven Adaptively-Pooled ResNet Model for Improved Cervical Cancer Classification

Saurabh Saini, Kapil Ahuja, Akshat S. Chauhan

机构 * Math of Data Science & Simulation (MODSS) Lab, Computer Science & Engineering（数据科学与模拟（MODSS）实验室，计算机科学与工程） ； Indian Institute of Technology Indore（印度理工学院印度尔分校） ； Computer Science & Engineering（计算机科学与工程） ； Indian Institute of Information Technology Nagpur（印度信息学院纳格浦分校） 纠错

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

Comments 32 Pages, 12 Tables, 14 Figures

Ensemble YOLO Framework for Multi-Domain Mitotic Figure Detection in Histopathology Images

Navya Sri Kelam, Akash Parekh, Saikiran Bonthu, Nitin Singhal

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

Comments 4 pages, MIDOG25 Challenge

A study on Deep Convolutional Neural Networks, transfer learning, and Mnet model for Cervical Cancer Detection

Saifuddin Sagor, Md Taimur Ahad, Faruk Ahmed, Rokonozzaman Ayon, Sanzida Parvin

专题命中 病理影像 ：diagnosis(abstract)；分类 cs.CV、q-bio

MS-YOLO: A Multi-Scale Model for Accurate and Efficient Blood Cell Detection

Guohua Wu, Shengqi Chen, Pengchao Deng, Wenting Yu

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

Comments There is a disagreement among the authors regarding the content and submission of the manuscript, which needs to be resolved before it can be made public

Imaging Modalities-Based Classification for Lung Cancer Detection

Sajim Ahmed, Muhammad Zain Chaudhary, Muhammad Zohaib Chaudhary, Mahmoud Abbass, Ahmed Sherif, Mohammad Mahbubur Rahman Khan Mamun

机构 * School of Computing Sciences and Computer Engineering, University of Southern Mississippi, MS, USA（计算科学与计算机工程学院，密苏里州立大学） ； Electrical and Computer Engineering Department, Tennessee Technological University, TN, USA（电气与计算机工程系，田纳西技术大学） 纠错

专题命中 病理影像 ：CT(abstract)；分类 q-bio

Comments Accepted at ICMI 2025

Causal Representation Learning from Multimodal Clinical Records under Non-Random Modality Missingness

Zihan Liang, Ziwen Pan, Ruoxuan Xiong

机构 * Emory University（埃默里大学） 纠错

专题命中 医疗多模态 ：radiology(abstract)；分类 cs.LG

Comments To appear in Proc. of EMNLP 2025 (18 pages)

AgriDoctor: A Multimodal Intelligent Assistant for Agriculture

Mingqing Zhang, Zhuoning Xu, Peijie Wang, Rongji Li, Liang Wang, Qiang Liu, Jian Xu, Xuyao Zhang, Shu Wu, Liang Wang

机构 * State Key Laboratory of Multimodal Artificial Intelligence Systems（多模态人工智能系统国家重点实验室） ； Institute of Automation, Chinese Academy of Sciences（中国科学院自动化研究所） ； School of Artificial Intelligence, University of Chinese Academy of Sciences（中国科学院大学人工智能学院） 纠错

专题命中 医疗多模态 ：diagnosis(abstract)；分类 cs.CV

ME-Mamba: Multi-Expert Mamba with Efficient Knowledge Capture and Fusion for Multimodal Survival Analysis

Chengsheng Zhang, Linhao Qu, Xiaoyu Liu, Zhijian Song

机构 * Digital Medical Research Center, School of Basic Medical Science, Fudan University, Shanghai 200032, China（复旦大学基础医学学院数字医学研究中心） ； Shanghai Key Lab of Medical Image Computing（上海医学图像计算重点实验室） 纠错

专题命中 医疗多模态 ：pathology(abstract)；分类 cs.CV

Search-Optimized Quantization in Biomedical Ontology Alignment

Oussama Bouaggad, Natalia Grabar

专题命中 生物医学文本 ：biomedical(title,abstract)；分类 cs.LG

Comments Accepted for publication in Frontiers in Artificial Intelligence - Medicine and Public Health (Original Research)

Journal ref Front. Artif. Intell. 8:1662984 (2025)

A Generative AI System for Biomedical Data Discovery with Grammar-Based Visualizations

Devin Lange, Shanghua Gao, Pengwei Sui, Austen Money, Priya Misner, Marinka Zitnik, Nils Gehlenborg

机构 * Harvard Medical School（哈佛医学院） 纠错

专题命中 生物医学文本 ：biomedical(title,abstract)

Measuring Risk of Bias in Biomedical Reports: The RoBBR Benchmark

Jianyou Wang, Weili Cao, Longtian Bao, Youze Zheng, Gil Pasternak, Kaicheng Wang, Xiaoyue Wang, Ramamohan Paturi, Leon Bergen

机构 * Laboratory for Emerging Intelligence（新兴智能实验室） ； University of California, San Diego（加州大学圣地亚哥分校） 纠错

专题命中 生物医学文本 ：biomedical(title,abstract)

Comments Published at EMNLP 2025 (Main)

Informed, but Not Always Improved: Challenging the Benefit of Background Knowledge in GNNs

Kutalmış Coşkun, Ivo Kavisanczki, Amin Mirzaei, Tom Siegl, Bjarne C. Hiller, Stefan Lüdtke, Martin Becker

机构 * University of Rostock（罗斯托克大学） ； University of Rostock, University of Marburg（罗斯托克大学、马堡大学） 纠错

专题命中 生物医学文本 ：biomedical(abstract)；分类 cs.LG

Comments 10 pages, 7 figures, added repo link

Rationale-Guided Retrieval Augmented Generation for Medical Question Answering

Jiwoong Sohn, Yein Park, Chanwoong Yoon, Sihyeon Park, Hyeon Hwang, Mujeen Sung, Hyunjae Kim, Jaewoo Kang

机构 * Korea University（韩国大学） ； Kyung Hee University（庆熙大学） ； AIGEN Sciences（AIGEN公司） 纠错

专题命中 生物医学文本 ：biomedical(abstract)

Comments Accepted to NAACL 2025 (Oral)

HARE: an entity and relation centric evaluation framework for histopathology reports

Yunsoo Kim, Michal W. S. Ong, Alex Shavick, Honghan Wu, Adam P. Levine

机构 * University College London（伦敦大学学院） ； University of Glasgow（格拉斯哥大学） ； Human Technopole（人类技术极地） ； University College London Hospitals NHS Foundation Trust（伦敦大学学院医院国家健康服务信托） 纠错

专题命中 医学数据与评测 ：radiology(abstract)；分类 cs.CV

Comments Accepted to EMNLP2025 Findings

AfriMed-QA: A Pan-African, Multi-Specialty, Medical Question-Answering Benchmark Dataset

Tobi Olatunji, Charles Nimo, Abraham Owodunni, Tassallah Abdullahi, Emmanuel Ayodele, Mardhiyah Sanni, Chinemelu Aka, Folafunmi Omofoye, Foutse Yuehgoh, Timothy Faniran, Bonaventure F. P. Dossou, Moshood Yekini, Jonas Kemp, Katherine Heller, Jude Chidubem Omeke, Chidi Asuzu MD, Naome A. Etori, Aimérou Ndiaye, Ifeoma Okoh, Evans Doe Ocansey, Wendy Kinara, Michael Best, Irfan Essa, Stephen Edward Moore, Chris Fourie, Mercy Nyamewaa Asiedu

机构 * Intron ； Georgia Institute of Technology（佐治亚理工学院） ； The Ohio State University（俄亥俄州立大学） ； BioRAMP ； Masakhane ； Google Research（谷歌研究） ； Kenyatta University（肯雅塔大学） ； University of Cape Coast（科克大学） ； SisonkeBiotik ； MILA Quebec（MILA魁北克） ； University of Minnesota（明尼苏达大学） ； Brown University（布朗大学） ； McGill University（麦吉尔大学） 纠错

专题命中 医学数据与评测 ：biomedical(abstract)

Comments ACL 2025 Main Conference (long paper, Best Social Impact Paper Award)

Journal ref Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 1948-1973, Vienna, Austria. Association for Computational Linguistics, 2025