医学 AI

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