医学 AI

Minimum Data, Maximum Impact: 20 annotated samples for explainable lung nodule classification

Luisa Gallée, Catharina Silvia Lisson, Christoph Gerhard Lisson, Daniela Drees, Felix Weig, Daniel Vogele, Meinrad Beer, Michael Götz

机构 * Experimental Radiology, Ulm University Medical Center, Ulm, Germany（实验放射学，乌尔姆大学医学中心，乌尔姆，德国） ； Department of Diagnostic and Interventional Radiology, Ulm University Medical Center, Ulm, Germany（诊断与介入放射学系，乌尔姆大学医学中心，乌尔姆，德国） ； XAIRAD - Cooperation for Artificial Intelligence in Experimental Radiology, Ulm, Germany（XAIRAD - 实验放射学中的人工智能合作） 纠错

专题命中 诊断辅助 ：medical image(abstract,comments)；pathology(abstract)；diagnosis(abstract)；分类 cs.CV

Comments Accepted at iMIMIC - Interpretability of Machine Intelligence in Medical Image Computing workshop MICCAI 2025 Medical Image Computing and Computer Assisted Intervention

Microwave Imaging Spectroscopy Diagnosis of the Slow-rise Precursor of a Major Solar Eruption

Yuankun Kou, Xin Cheng, Sijie Yu, Yingjie Luo, Bin Chen, Mingde Ding

专题命中 诊断辅助 ：diagnosis(title,abstract)

Classification of Psychiatry Clinical Notes by Diagnosis: A Deep Learning and Machine Learning Approach

Sergio Rubio-Martín, María Teresa García-Ordás, Antonio Serrano-García, Clara Margarita Franch-Pato, Arturo Crespo-Álvaro, José Alberto Benítez-Andrades

专题命中 诊断辅助 ：diagnosis(title)；分类 cs.LG

Journal ref PeerJ Comput. Sci., vol. 11, p. e3045, July 2025

Medical Reasoning in the Era of LLMs: A Systematic Review of Enhancement Techniques and Applications

Wenxuan Wang, Zizhan Ma, Meidan Ding, Shiyi Zheng, Shengyuan Liu, Jie Liu, Jiaming Ji, Wenting Chen, Xiang Li, Linlin Shen, Yixuan Yuan

机构 * Renmin University of China（中国人民大学） ； The Chinese University of Hong Kong（香港中文大学） ； Shenzhen University（深圳大学） ； City University of Hong Kong（香港城市大学） ； Peking University（北京大学） ； Massachusetts General Hospital and Harvard Medical School（麻省总医院和哈佛医学院） 纠错

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

A Multi-physics Model of Flow from Coronary Angiography: Insights to Microvascular Function

Haizhou Yang, Jiyang Zhang, Ismael Z. Assi, Brahmajee K. Nallamothu, Krishna Garikipati, C. Alberto Figueroa

专题命中 诊断辅助 ：diagnosis(abstract)

Comments 29 pages, 14 figures