医学 AI

Exploring Membership Inference Vulnerabilities in Clinical Large Language Models

Alexander Nemecek, Zebin Yun, Zahra Rahmani, Yaniv Harel, Vipin Chaudhary, Mahmood Sharif, Erman Ayday

机构 * Case Western Reserve University（凯斯西储大学） ； Tel Aviv University（特拉维夫大学） 纠错

专题命中 临床大模型 ：clinical AI(abstract)；healthcare AI(abstract)；clinical LLM(abstract)

Comments Accepted at the 1st IEEE Workshop on Healthcare and Medical Device Security, Privacy, Resilience, and Trust (IEEE HMD-SPiRiT)

A Hybrid Enumeration Framework for Optimal Counterfactual Generation in Post-Acute COVID-19 Heart Failure

Jingya Cheng, Alaleh Azhir, Jiazi Tian, Hossein Estiri

机构 * Clinical Augmented Intelligence Group, Massachusetts General Hospital, Boston, MA, USA（马萨诸塞州总医院临床增强智能组） ； Department of Medicine, Brigham and Women’s Hospital, Boston, MA, USA（布里奇沃特医院内科部） 纠错

专题命中 临床大模型 ：diagnosis(abstract)；biomedical(abstract)；分类 cs.LG

Regional heterogeneity in left atrial stiffness impacts passive deformation in a cohort of patient-specific models

Tiffany MG Baptiste, Cristobal Rodero, Charles P Sillett, Marina Strocchi, Christopher W Lanyon, Christoph M Augustin, Angela WC Lee, José Alonso Solís-Lemus, Caroline H Roney, Daniel B Ennis, Ronak Rajani, Christopher A Rinaldi, Gernot Plank, Richard D Wilkinson, Steven E Williams, Steven A Niederer

专题命中 临床大模型 ：CT(abstract)