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。

2025-10-13 至 2025-10-13 共收录 7 篇信号源：cs.CV, cs.LG, q-bio, eess.IV, eess.SP

1. 诊断辅助 7 篇

2510.08655 2025-10-13 cs.LG cs.AI q-bio.GN 83%

Knowledge Graph Sparsification for GNN-based Rare Disease Diagnosis

Premt Cara, Kamilia Zaripova, David Bani-Harouni, Nassir Navab, Azade Farshad

机构 * Department of Computer Science, Technical University of Munich（技术大学慕尼黑计算机科学系）； Munich Center for Machine Learning (MCML), Munich, Germany（慕尼黑机器学习中心（MCML））； Johns Hopkins University, Baltimore, Maryland, USA（约翰霍普金斯大学）

专题命中诊断辅助：diagnosis(title,abstract)；biomedical(abstract)；分类 cs.LG、q-bio

2510.08595 2025-10-13 cs.CL 71%

Systematic Diagnosis of Brittle Reasoning in Large Language Models

V. S. Raghu Parupudi

机构 * University of California, San Diego（加州大学圣地亚哥分校）

专题命中诊断辅助：diagnosis(title)

Comments Submitted to NEURIPS-2025 MATHAI workshop

2408.04290 2025-10-13 eess.IV cs.CV cs.LG 67%

Efficient and Accurate Pneumonia Detection Using a Novel Multi-Scale Transformer Approach

Alireza Saber, Amirreza Fateh, Pouria Parhami, Alimohammad Siahkarzadeh, Mansoor Fateh, Saideh Ferdowsi

机构 * Faculty of Computer Engineering, Shahrood University of Technology（肖罗德技术大学计算机工程学院）； School of Computer Engineering, Iran University of Science and Technology (IUST)（伊朗科学技术大学计算机工程学院）； School of Mathematics, Statistics and Actuarial Science, University of Essex（埃塞克斯大学数学、统计与精算科学学院）

专题命中诊断辅助：diagnosis(abstract)；分类 cs.CV、cs.LG、eess.IV

2510.09493 2025-10-13 cs.LG cs.AI 57%

Performance Analysis of Machine Learning Algorithms in Chronic Kidney Disease Prediction

Iftekhar Ahmed, Tanzil Ebad Chowdhury, Biggo Bushon Routh, Nafisa Tasmiya, Shadman Sakib, Adil Ahmed Chowdhury

机构 * Leading University（领先大学）

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

Comments 11 pages, 7 figures, Presented at the 2022 IEEE 13th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON), pp. 0417-0423

2510.08614 2025-10-13 cs.CL 50%

Gender Bias in Large Language Models for Healthcare: Assignment Consistency and Clinical Implications

Mingxuan Liu, Yuhe Ke, Wentao Zhu, Mayli Mertens, Yilin Ning, Jingchi Liao, Chuan Hong, Daniel Shu Wei Ting, Yifan Peng, Danielle S. Bitterman, Marcus Eng Hock Ong, Nan Liu

专题命中诊断辅助：diagnosis(abstract)

2505.18630 2025-10-13 cs.CL cs.AI cs.MA 50%

DDO: Dual-Decision Optimization for LLM-Based Medical Consultation via Multi-Agent Collaboration

Zhihao Jia, Mingyi Jia, Junwen Duan, Jianxin Wang

机构 * Hunan Provincial Key Lab on Bioinformatics, School of Computer Science and Engineering, Central South University（湖南生物信息省级重点实验室，计算机科学与工程学院，中南大学）

专题命中诊断辅助：diagnosis(abstract)

Comments Accepted to EMNLP 2025

2412.11142 2025-10-13 cs.CL cs.AI 50%

AD-LLM: Benchmarking Large Language Models for Anomaly Detection

Tiankai Yang, Yi Nian, Shawn Li, Ruiyao Xu, Yuangang Li, Jiaqi Li, Zhuo Xiao, Xiyang Hu, Ryan Rossi, Kaize Ding, Xia Hu, Yue Zhao

机构 * University of Southern California（南加州大学）； Northwestern University（西北大学）； Arizona State University（亚利桑那州立大学）； Adobe Research（Adobe研究）； Rice University（里士满大学）

专题命中诊断辅助：diagnosis(abstract)

Comments Accepted to Findings of the Association for Computational Linguistics (ACL 2025), Vienna, Austria