Foundation Models and Their Applications in AI

Summarizing Online Patient Conversations Using Generative Language Models: Experimental and Comparative Study

Rakhi Asokkumar Subjagouri Nair, Matthias Hartung, Philipp Heinisch, Janik Jaskolski, Cornelius Starke-Knäusel, Susana Veríssimo, David Maria Schmidt, Philipp Cimiano

JMIR Med Inform 2025 (Apr 14); 13:e62909

Download Citation: END BibTex RIS

Ability of ChatGPT to Replace Doctors in Patient Education: Cross-Sectional Comparative Analysis of Inflammatory Bowel Disease

Zelin Yan, Jingwen Liu, Yihong Fan, Shiyuan Lu, Dingting Xu, Yun Yang, Honggang Wang, Jie Mao, Hou-Chiang Tseng, Tao-Hsing Chang, Yan Chen

J Med Internet Res 2025 (Mar 31); 27:e62857

Download Citation: END BibTex RIS

Unsupervised Deep Learning of Electronic Health Records to Characterize Heterogeneity Across Alzheimer Disease and Related Dementias: Cross-Sectional Study

Matthew West, You Cheng, Yingnan He, Yu Leng, Colin Magdamo, Bradley T Hyman, John R Dickson, Alberto Serrano-Pozo, Deborah Blacker, Sudeshna Das

JMIR Aging 2025 (Mar 31); 8:e65178

Download Citation: END BibTex RIS

Utility-based Analysis of Statistical Approaches and Deep Learning Models for Synthetic Data Generation With Focus on Correlation Structures: Algorithm Development and Validation

Marko Miletic, Murat Sariyar

JMIR AI 2025 (Mar 20); 4:e65729

Download Citation: END BibTex RIS

How to Design, Create, and Evaluate an Instruction-Tuning Dataset for Large Language Model Training in Health Care: Tutorial From a Clinical Perspective

Wojciech Nazar, Grzegorz Nazar, Aleksandra Kamińska, Ludmila Danilowicz-Szymanowicz

J Med Internet Res 2025 (Mar 18); 27:e70481

Download Citation: END BibTex RIS