医学 AI

Fleming-VL: Towards Universal Medical Visual Reasoning with Multimodal LLMs

Yan Shu, Chi Liu, Robin Chen, Derek Li, Bryan Dai

机构 * Ubiquant（乌比量化） 纠错

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

BiMediX2: Bio-Medical EXpert LMM for Diverse Medical Modalities

Sahal Shaji Mullappilly, Mohammed Irfan Kurpath, Sara Pieri, Saeed Yahya Alseiari, Shanavas Cholakkal, Khaled Aldahmani, Fahad Khan, Rao Anwer, Salman Khan, Timothy Baldwin, Hisham Cholakkal

机构 * Mohamed Bin Zayed University of Artificial Intelligence（Mohamed Bin Zayed大学人工智能学院） ； Linköping University（林肯大学） ； Shaikh Tahnoon bin Mohammed Medical City（Shaikh Tahnoon bin Mohammed医疗城） ； Tawam Hospital（Tawam医院） ； Sheikh Shakhbout Medical City（Sheikh Shakhbout医疗城） ； Govt Medical College Kozhikode（科钦政府医学院） 纠错

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

Comments Accepted to EMNLP 2025 (Findings)

Journal ref Findings of the Association for Computational Linguistics: EMNLP 2025, pages 14051-14071

MID: A Self-supervised Multimodal Iterative Denoising Framework

Chang Nie, Tianchen Deng, Zhe Liu, Hesheng Wang

机构 * School of Automation and Intelligent Sensing, Shanghai Jiao Tong University（自动化与智能感知学院，上海交通大学） ； Key Laboratory of System Control and Information Processing, Ministry of Education of China（系统控制与信息处理重点实验室，中华人民共和国教育部） 纠错

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

Deciphering Scientific Collaboration in Biomedical LLM Research: Dynamics, Institutional Participation, and Resource Disparities

Lingyao Li, Zhijie Duan, Xuexin Li, Xiaoran Xu, Zhaoqian Xue, Siyuan Ma, Jin Jin

专题命中 生物医学文本 ：biomedical(title,abstract)；分类 q-bio

Knowledge-augmented Pre-trained Language Models for Biomedical Relation Extraction

Mario Sänger, Ulf Leser

机构 * Humboldt-Universität zu Berlin（洪堡大学柏林分校） ； AstraZeneca（阿斯利康） 纠错

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

Journal ref BMC Bioinformatics 26, 240 (2025)

GeneFlow: Translation of Single-cell Gene Expression to Histopathological Images via Rectified Flow

Mengbo Wang, Shourya Verma, Aditya Malusare, Luopin Wang, Yiyang Lu, Vaneet Aggarwal, Mario Sola, Ananth Grama, Nadia Atallah Lanman

机构 * Purdue University（普渡大学） 纠错

专题命中 生物医学文本 ：diagnosis(abstract)；分类 cs.CV、q-bio

Theoretical analysis of phase-rectified signal averaging (PRSA) algorithm

Jiro Akahori, Joseph Najnudel, Hau-Tieng Wu, Ju-Yi Yen

专题命中 生物医学文本 ：biomedical(abstract)

Mendelian Randomization Methods for Causal Inference: Estimands, Identification and Inference

Minhao Yao, Anqi Wang, Xihao Li, Zhonghua Liu

专题命中 生物医学文本 ：biomedical(abstract)

Higher-Order Discontinuous Galerkin Splitting Schemes for Fluids with Variable Viscosity

Richard Schussnig, Niklas Fehn, Douglas Ramalho Queiroz Pacheco, Martin Kronbichler

专题命中 生物医学文本 ：biomedical(abstract)

Detecting Coverage Holes in Wireless Sensor Networks Using Connected Component Labeling and Force-Directed Algorithms

Jiacheng Xu, Xiongfei Zhao, Hou-Wan Long, Cheong Se-Hang, Yain-Whar Si

专题命中 健康监测 ：CT(abstract)

FedOnco-Bench: A Reproducible Benchmark for Privacy-Aware Federated Tumor Segmentation with Synthetic CT Data

Viswa Chaitanya Marella, Suhasnadh Reddy Veluru, Sai Teja Erukude

机构 * College of Business Administration Kansas State University Manhattan, USA（商学院 Kansas State University 美国曼哈顿） ； Department of Computer Science Kansas State University Manhattan, USA（计算机科学系 Kansas State University 美国曼哈顿） 纠错

专题命中 医学数据与评测 ：CT(title,abstract)；medical image(abstract)；分类 cs.CV

Comments Published in IEEE

Building a Silver-Standard Dataset from NICE Guidelines for Clinical LLMs

Qing Ding, Eric Hua Qing Zhang, Felix Jozsa, Julia Ive

专题命中 医学数据与评测 ：clinical LLM(title)

Comments Submitted to EFMI Medical Informatics Europe 2026

Longitudinal Vestibular Schwannoma Dataset with Consensus-based Human-in-the-loop Annotations

Navodini Wijethilake, Marina Ivory, Oscar MacCormac, Siddhant Kumar, Aaron Kujawa, Lorena Garcia-Foncillas Macias, Rebecca Burger, Amanda Hitchings, Suki Thomson, Sinan Barazi, Eleni Maratos, Rupert Obholzer, Dan Jiang, Fiona McClenaghan, Kazumi Chia, Omar Al-Salihi, Nick Thomas, Steve Connor, Tom Vercauteren, Jonathan Shapey

机构 * School of Biomedical Engineering and Imaging Sciences, King’s College London（生物医学工程与成像科学学院，伦敦国王学院） ； King’s College Hospital NHS Foundation Trust（伦敦国王学院医院国家健康服务信托基金） ； The Walton Centre NHS Foundation Trust（沃尔顿中心国家健康服务信托基金） 纠错

专题命中 医学数据与评测 ：MRI(abstract)；分类 cs.CV

EndoGMDE: Generalizable Monocular Depth Estimation with Mixture of Low-Rank Experts for Diverse Endoscopic Scenes

Liangjing Shao, Chenkang Du, Benshuang Chen, Xueli Liu, Xinrong Chen

机构 * Department of Electronic Engineering, The Chinese University of Hong Kong（香港中文大学电子工程系） ； College of Biomedical Engineering, Fudan University（复旦大学生物医学工程学院） ； Shanghai Key laboratory of Medical Image Computing and Computer Assisted Intervention（上海医学影像计算与计算机辅助手术重点实验室） ； ENT Institute and Department of Otolaryngology, Eye & ENT Hospital of Fudan University（复旦大学眼耳鼻喉科医院耳鼻喉科及耳鼻喉科研究所） 纠错

专题命中 医学数据与评测 ：CT(abstract)；分类 cs.CV

Comments 12 pages, 12 figures, 7 tables. Under Review

Benchmarking Federated Learning Frameworks for Medical Imaging Deployment: A Comparative Study of NVIDIA FLARE, Flower, and Owkin Substra

Riya Gupta, Alexander Chowdhury, Sahil Nalawade

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