科学与医疗

医学 AI

医学智能、临床 AI、医学影像、病理、诊断和医疗健康大模型。

2025-11-17 至 2025-11-17 共收录 4 篇信号源：cs.CV, cs.LG, q-bio, eess.IV, eess.SP

1. 生物医学文本 4 篇

2405.08151 2025-11-17 cs.CL 78%

Benchmarking Retrieval-Augmented Large Language Models in Biomedical NLP: Application, Robustness, and Self-Awareness

Mingchen Li, Zaifu Zhan, Han Yang, Yongkang Xiao, Jiatan Huang, Rui Zhang

机构 * Division of Computational Health Sciences, Department of Surgery University of Minnesota（大学医学计算科学系，外科系）； Institute for Health Informatics University of Minnesota（健康信息学研究所，明尼苏达大学）； Department of Electrical and Computer Engineering University of Minnesota（电气与计算机工程系，明尼苏达大学）

专题命中生物医学文本：biomedical(title,abstract)

2511.10930 2025-11-17 cs.CL cs.LG 57%

CardioEmbed: Domain-Specialized Text Embeddings for Clinical Cardiology

Richard J. Young, Alice M. Matthews

机构 * University of Nevada Las Vegas, Department of Neuroscience（内华达大学拉斯维加斯分校神经科学系）； Concorde Career Colleges, Department of Cardiovascular and Medical Diagnostic Sonography（康科德职业学院心血管与医学诊断超声系）

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

Comments 14 pages, 6 figures

2502.17506 2025-11-17 cs.LG cs.AI 57%

RAG-Enhanced Collaborative LLM Agents for Drug Discovery

Namkyeong Lee, Edward De Brouwer, Ehsan Hajiramezanali, Tommaso Biancalani, Chanyoung Park, Gabriele Scalia

机构 * Genentech（基因泰克）

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

Comments Machine Learning, Drug Discovery

2504.07379 2025-11-17 q-bio.QM cs.AI 54%

Representation Meets Optimization: Training PINNs and PIKANs for Gray-Box Discovery in Systems Pharmacology

Nazanin Ahmadi Daryakenari, Khemraj Shukla, George Em Karniadakis

机构 * Center for Biomedical Engineering, Brown University（布朗大学生物医学工程中心）； Division of Applied Mathematics, Brown University（布朗大学应用数学系）

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