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。

2025-10-02 至 2025-10-02 共收录 5 篇信号源：cs.CV, cs.LG, q-bio, eess.IV, eess.SP

1. 诊断辅助 5 篇

2510.00882 2025-10-02 cs.CV cs.LG 68%

AI-CNet3D: An Anatomically-Informed Cross-Attention Network with Multi-Task Consistency Fine-tuning for 3D Glaucoma Classification

Roshan Kenia, Anfei Li, Rishabh Srivastava, Kaveri A. Thakoor

机构 * Department of Computer Science, Columbia University, New York, NY, USA（计算机科学系，哥伦比亚大学）； Department of Ophthalmology, Columbia University Irving Medical Center, New York, NY, USA（眼科学系，哥伦比亚大学伊万杰琳医疗中心）； Department of Biomedical Engineering, Columbia University, New York, NY, USA（生物医学工程系，哥伦比亚大学）； The Data Science Institute, Columbia University, New York, NY, USA（数据科学学院，哥伦比亚大学）

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

Comments Accepted for publication at the Journal of Machine Learning for Biomedical Imaging (MELBA) https://melba-journal.org/2025:018

Journal ref Machine.Learning.for.Biomedical.Imaging. 3 (2025)

2510.00029 2025-10-02 eess.IV cs.AI cs.CV 62%

Enhancing Safety in Diabetic Retinopathy Detection: Uncertainty-Aware Deep Learning Models with Rejection Capabilities

Madhushan Ramalingam, Yaish Riaz, Priyanthi Rajamanoharan, Piyumi Dasanayaka

机构 * Department of Computer Science（计算机科学系）； Engineering University of Moratuwa, Sri Lanka（摩图瓦大学工程学院，斯里兰卡）

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

Comments VBLL, Rejection threshold, Expected Calibration Error , Coverage, Rejection rate

2510.00052 2025-10-02 cs.SD cs.LG eess.AS 57%

A Recall-First CNN for Sleep Apnea Screening from Snoring Audio

Anushka Mallick, Afiya Noorain, Ashwin Menon, Ashita Solanki, Keertan Balaji

机构 * Sai International School（国际学校）； Gems New Millennium School（新 Millennium 学校）； Queen's Valley School（Queen's Valley 学校）； Department of Computer Science and Engineering（计算机科学与工程系）； S.R.M Institute of Science and Technology（S.R.M 科学与技术学院）

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2505.15626 2025-10-02 cs.LG stat.ML 57%

Direct Preference Optimization for Adaptive Concept-based Explanations

Jacopo Teneggi, Zhenzhen Wang, Paul H. Yi, Tianmin Shu, Jeremias Sulam

机构 * Johns Hopkins University（约翰霍普金斯大学）； St. Jude Children’s Research Hospital（圣犹大儿童研究医院）

专题命中诊断辅助：diagnosis(abstract)；分类 cs.LG

2510.00261 2025-10-02 cs.CL cs.AI cs.MM 50%

Retrieval-Augmented Generation for Electrocardiogram-Language Models

Xiaoyu Song, William Han, Tony Chen, Chaojing Duan, Michael A. Rosenberg, Emerson Liu, Ding Zhao

机构 * Carnegie Mellon University（卡内基梅隆大学）； Columbia University（哥伦比亚大学）； Allegheny Health Network（阿勒格尼医疗网络）； University of Colorado（科罗拉多大学）

专题命中诊断辅助：diagnosis(abstract)

Comments 5 pages, 2 figures; Submitted to ICASSP 2026