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。

2025-09-03 至 2025-09-03 共收录 5 篇信号源：cs.CV, cs.LG, q-bio, eess.IV, eess.SP

1. 医学数据与评测 5 篇

2509.02355 2025-09-03 cs.LG cs.CY cs.HC 70%

Scaffolding Collaborative Learning in STEM: A Two-Year Evaluation of a Tool-Integrated Project-Based Methodology

Caterina Fuster-Barcelo, Gonzalo R. Rios-Munoz, Arrate Munoz-Barrutia

机构 * Biongineering Department（生物工程系）； Universidad Carlos III de Madrid（卡洛斯三世大学）

专题命中医学数据与评测：medical image(abstract)；biomedical(abstract)；分类 cs.LG

2412.15907 2025-09-03 cs.CL cs.AI 69%

Development of a Large-scale Dataset of Chest Computed Tomography Reports in Japanese and a High-performance Finding Classification Model

Yosuke Yamagishi, Yuta Nakamura, Tomohiro Kikuchi, Yuki Sonoda, Hiroshi Hirakawa, Shintaro Kano, Satoshi Nakamura, Shouhei Hanaoka, Takeharu Yoshikawa, Osamu Abe

专题命中医学数据与评测：CT(abstract,comments)；radiology(abstract)

Comments Dataset available at https://huggingface.co/datasets/YYama0/CT-RATE-JPN

Journal ref JMIR Med Inform 2025;13:e71137

2507.05063 2025-09-03 cs.CV cs.CL cs.LG 62%

CytoDiff: AI-Driven Cytomorphology Image Synthesis for Medical Diagnostics

Jan Carreras Boada, Rao Muhammad Umer, Carsten Marr

机构 * Institute of AI for Health, Helmholtz Zentrum München - German Research Center for Environmental Health（人工智能与健康研究所，慕尼黑德国环境健康研究中心）； Department of Medicine III, Ludwig-Maximilian-University Hospital（第三医学部，路德维希-马克西米利安大学医院）； DKTK, German Cancer Consortium（德国癌症联盟，DKTK）； Escola Superior de Comerç Internacional, Universitat Pompeu Fabra (ESCI-UPF)（国际商业学校，庞培法布拉大学（ESCI-UPF））

专题命中医学数据与评测：biomedical(abstract)；分类 cs.CV、cs.LG

Comments Accepted at ICCV 2025, 7-8 pages

2509.00027 2025-09-03 cs.LG 57%

Mitigating Data Exfiltration Attacks through Layer-Wise Learning Rate Decay Fine-Tuning

Elie Thellier, Huiyu Li, Nicholas Ayache, Hervé Delingette

机构 * Centre Inria d'Université Côte d'Azur, Epione Team, Sophia Antipolis, France（法国国家信息与自动化技术研究所（Inria）与坎特伯雷大学合作机构，埃普يون团队，索菲亚亚普里斯，法国）

专题命中医学数据与评测：medical image(abstract)；分类 cs.LG

Journal ref 6th MICCAI Workshop on "Distributed, Collaborative and Federated Learning'', Sep 2025, Daejeon, South Korea

2509.00728 2025-09-03 cs.IR cs.DB 50%

A Survey on Open Dataset Search in the LLM Era: Retrospectives and Perspectives

Pengyue Li, Sheng Wang, Hua Dai, Zhiyu Chen, Zhifeng Bao, Brian D. Davison

专题命中医学数据与评测：diagnosis(abstract)