医学 AI

CardioEmbed: Domain-Specialized Text Embeddings for Clinical Cardiology

Richard J. Young, Alice M. Matthews

机构 * University of Nevada Las Vegas, Department of Neuroscience（内华达大学拉斯维加斯分校神经科学系） ； Concorde Career Colleges, Department of Cardiovascular and Medical Diagnostic Sonography（康科德职业学院心血管与医学诊断超声系） 纠错

专题命中 生物医学文本 ：biomedical(abstract)；分类 cs.LG

Comments 14 pages, 6 figures

RAG-Enhanced Collaborative LLM Agents for Drug Discovery

Namkyeong Lee, Edward De Brouwer, Ehsan Hajiramezanali, Tommaso Biancalani, Chanyoung Park, Gabriele Scalia

机构 * Genentech（基因泰克） 纠错

专题命中 生物医学文本 ：biomedical(abstract)；分类 cs.LG

Comments Machine Learning, Drug Discovery

Representation Meets Optimization: Training PINNs and PIKANs for Gray-Box Discovery in Systems Pharmacology

Nazanin Ahmadi Daryakenari, Khemraj Shukla, George Em Karniadakis

机构 * Center for Biomedical Engineering, Brown University（布朗大学生物医学工程中心） ； Division of Applied Mathematics, Brown University（布朗大学应用数学系） 纠错

专题命中 生物医学文本 ：biomedical(abstract)；分类 q-bio

Photonic-integrated quantum sensor array for microscale magnetic localisation

Hao-Cheng Weng, John G. Rarity, Krishna C. Balram, Joe A. Smith

专题命中 健康监测 ：biomedical(abstract)

Comments 13 pages, 5 figures

A COCO-Formatted Instance-Level Dataset for Plasmodium Falciparum Detection in Giemsa-Stained Blood Smears

Frauke Wilm, Luis Carlos Rivera Monroy, Mathias Öttl, Lukas Mürdter, Leonid Mill, Andreas Maier

机构 * MIRA Vision Microscopy GmbH（MIRA视觉显微镜 GmbH） ； Pattern Recognition Lab, Department of Computer Science, Friedrich-Alexander-Universität (FAU) Erlangen-Nürnberg（模式识别实验室，计算机科学系，弗赖堡-艾尔兰根-纽伦堡大学） 纠错

专题命中 医学数据与评测 ：diagnosis(abstract)；分类 cs.CV；biomedical(journal_ref)

Comments 7 pages, 4 figures, 2 tables, accepted at MICCAI 2025 Open Data

Journal ref Machine Learning for Biomedical Imaging (MELBA), MICCAI Open Data Special Issue, 2025