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。

2025-10-09 至 2025-10-09 共收录 6 篇信号源：cs.CV, cs.LG, q-bio, eess.IV, eess.SP

1. 医学数据与评测 6 篇

2509.16765 2025-10-09 cs.CL cs.AI cs.SD eess.AS 78%

The Sound of Syntax: Finetuning and Comprehensive Evaluation of Language Models for Speech Pathology

Fagun Patel, Duc Q. Nguyen, Sang T. Truong, Jody Vaynshtok, Sanmi Koyejo, Nick Haber

机构 * Stanford University（斯坦福大学）； National University of Singapore（新加坡国立大学）； Sound Speech and Hearing Clinic（语音与听力诊所）

专题命中医学数据与评测：pathology(title,abstract)

Comments EMNLP 2025 Oral Presentation

2308.00856 2025-10-09 cs.LG cs.CR eess.IV 73%

Differential Privacy for Adaptive Weight Aggregation in Federated Tumor Segmentation

Muhammad Irfan Khan, Esa Alhoniemi, Elina Kontio, Suleiman A. Khan, Mojtaba Jafaritadi

专题命中医学数据与评测：medical image(abstract)；MRI(abstract)；分类 cs.LG、eess.IV

Comments I have changed the methodology because of some technical errors in this version

2510.06567 2025-10-09 cs.LG cs.AI eess.IV 62%

The Framework That Survives Bad Models: Human-AI Collaboration For Clinical Trials

Yao Chen, David Ohlssen, Aimee Readie, Gregory Ligozio, Ruvie Martin, Thibaud Coroller

机构 * Novartis Pharmaceuticals Corporation（诺华制药公司）

专题命中医学数据与评测：medical image(abstract)；分类 cs.LG、eess.IV

2510.07041 2025-10-09 cs.CV 57%

U-Bench: A Comprehensive Understanding of U-Net through 100-Variant Benchmarking

Fenghe Tang, Chengqi Dong, Wenxin Ma, Zikang Xu, Heqin Zhu, Zihang Jiang, Rongsheng Wang, Yuhao Wang, Chenxu Wu, Shaohua Kevin Zhou

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

Comments 54 pages. The project can be accessed at: https://fenghetan9.github.io/ubench. Code is available at: https://github.com/FengheTan9/U-Bench

2510.06267 2025-10-09 cs.LG cs.AI 57%

RareGraph-Synth: Knowledge-Guided Diffusion Models for Generating Privacy-Preserving Synthetic Patient Trajectories in Ultra-Rare Diseases

Khartik Uppalapati, Shakeel Abdulkareem, Bora Yimenicioglu

专题命中医学数据与评测：biomedical(abstract)；分类 cs.LG

Comments 6 pages, 2 figures, 2 tables. Submitted to IEEE International Conference on Data Science and Advanced Analytics (DSAA)

2504.04155 2025-10-09 cs.CL 50%

GlotEval: A Test Suite for Massively Multilingual Evaluation of Large Language Models

Hengyu Luo, Zihao Li, Joseph Attieh, Sawal Devkota, Ona de Gibert, Xu Huang, Shaoxiong Ji, Peiqin Lin, Bhavani Sai Praneeth Varma Mantina, Ananda Sreenidhi, Raúl Vázquez, Mengjie Wang, Samea Yusofi, Fei Yuan, Jörg Tiedemann

机构 * University of Helsinki（赫尔辛基大学）； Technical University of Darmstadt（达姆施塔特技术大学）； University of Munich（慕尼黑大学）； Nanjing University（南京大学）； ELLIS Institute Finland（芬兰ELLIS研究所）； University of Turku（图尔库大学）； Shanghai Artificial Intelligence Laboratory（上海人工智能实验室）

专题命中医学数据与评测：diagnosis(abstract)

Comments EMNLP demo 2025