医学 AI - arXivDaily 专题

2410.00046 2025-09-19 eess.IV cs.CV cs.LG 67%

Mixture of Multicenter Experts in Multimodal AI for Debiased Radiotherapy Target Delineation

Yujin Oh, Sangjoon Park, Xiang Li, Pengfei Jin, Yi Wang, Jonathan Paly, Jason Efstathiou, Annie Chan, Jun Won Kim, Hwa Kyung Byun, Ik Jae Lee, Jaeho Cho, Chan Woo Wee, Peng Shu, Peilong Wang, Nathan Yu, Jason Holmes, Jong Chul Ye, Quanzheng Li, Wei Liu, Woong Sub Koom, Jin Sung Kim, Kyungsang Kim

机构 * Center for Advanced Medical Computing and Analysis (CAMCA), Department of Radiology, Massachusetts General Hospital (MGH) and Harvard Medical School（先进医学计算与分析中心（CAMCA）、放射科、麻省总医院（MGH）和哈佛医学院）； Department of Radiation Oncology, Yonsei University College of Medicine（燕京大学医学院放射肿瘤科）； Institute for Innovation in Digital Healthcare, Yonsei University（数字医疗创新研究所、燕京大学）； Department of Radiation Oncology, Massachusetts General Hospital（麻省总医院放射肿瘤科）； Department of Radiation Oncology, Gangnam Severance Hospital（江南松云医院放射肿瘤科）； Department of Radiation Oncology, Yongin Severance Hospital（永兴松云医院放射肿瘤科）； School of Computing, University of Georgia（佐治亚大学计算机学院）； Department of Radiation Oncology, Mayo Clinic（梅奥诊所放射肿瘤科）； Kim Jaechul Graduate School of AI, Korea Advanced Institute of Science and Technology（金 Jaechul人工智能研究生院、韩国科学技术院）

专题命中医疗多模态：medical AI(abstract)；分类 cs.CV、cs.LG、eess.IV

Comments 12 pages, 5 figures, 4 tables, 1 supplementary material

2509.15154 2025-09-19 cs.CV 57%

MedFact-R1: Towards Factual Medical Reasoning via Pseudo-Label Augmentation

Gengliang Li, Rongyu Chen, Bin Li, Linlin Yang, Guodong Ding

机构 * Baosight（博思特）； NUS（新加坡国立大学）； SIAT（深圳先进技术研究院）； CUC（中国科学技术大学）； Microsoft（微软）； ANU（澳大利亚国立大学）

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

Comments Tech report

1. 医疗多模态 2 篇

Mixture of Multicenter Experts in Multimodal AI for Debiased Radiotherapy Target Delineation

MedFact-R1: Towards Factual Medical Reasoning via Pseudo-Label Augmentation