医学 AI

ProtoMedX: Towards Explainable Multi-Modal Prototype Learning for Bone Health Classification

Alvaro Lopez Pellicer, Andre Mariucci, Plamen Angelov, Marwan Bukhari, Jemma G. Kerns

机构 * School of Computing and Communications（计算与通讯学院） ； Lancaster Medical School（兰卡斯特医学学院） 纠错

专题命中 诊断辅助 ：diagnosis(abstract,comments)；分类 cs.CV、cs.LG

Comments ICCV 2025 (PHAROS-AFE-AIMI: Adaptation, Fairness, and Explainability in Medical Imaging). 8 pages, 5 figures, 4 tables. Keywords: multi-modal, multimodal, prototype learning, explainable AI, interpretable models, case-based reasoning, medical imaging, DEXA, bone health, osteoporosis, osteopenia, diagnosis, classification, clustering

CaRT: Teaching LLM Agents to Know When They Know Enough

Grace Liu, Yuxiao Qu, Jeff Schneider, Aarti Singh, Aviral Kumar

机构 * Carnegie Mellon University（卡内基梅隆大学） 纠错

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.LG

Semi-automated extraction of research topics and trends from NCI funding in radiological sciences from 2000-2020

Mark Nguyen, Peter Beidler, Joseph Tsai, August Anderson, Daniel Chen, Paul Kinahan, John Kang

专题命中 诊断辅助 ：biomedical(abstract)；分类 cs.CV

Comments Presented at the American Society of Radiation Oncology annual meeting in 2021 ((doi: 10.1016/j.ijrobp.2021.07.263) and the Practical Big Data Workshop 2022

Journal ref Int J Radiat Oncol Biol Phys . 2025 Jun 1;122(2):458-466. Epub 2025 Jan 25

Depression Detection on Social Media with Large Language Models

Xiaochong Lan, Zhiguang Han, Yiming Cheng, Li Sheng, Jie Feng, Chen Gao, Yong Li

机构 * Department of Electronic Engineering, BNRist, Tsinghua University（电子工程系，北京理工大学，清华大学） ； College of Computing and Data Science, Nanyang Technological University（计算与数据科学学院，南洋理工大学） ； Department of Computer Science, The University of Chicago（计算机科学系，芝加哥大学） 纠错

专题命中 诊断辅助 ：diagnosis(abstract)

Comments EMNLP 2025