Natural Language Processing

The Impact of Linguistic Signals on Cognitive Change in Support Seekers in Online Mental Health Communities: Text Analysis and Empirical Study

Min Li, Dongxiao Gu, Rui Li, Yadi Gu, Hu Liu, Kaixiang Su, Xiaoyu Wang, Gongrang Zhang

J Med Internet Res 2025 (Jan 14); 27:e60292

Download Citation: END BibTex RIS

Jargon and Readability in Plain Language Summaries of Health Research: Cross-Sectional Observational Study

Iain A Lang, Angela King, Kate Boddy, Ken Stein, Lauren Asare, Jo Day, Kristin Liabo

J Med Internet Res 2025 (Jan 13); 27:e50862

Download Citation: END BibTex RIS

Identification of Use Cases, Target Groups, and Motivations Around Adopting Smart Speakers for Health Care and Social Care Settings: Scoping Review

Sebastian Merkel, Sabrina Schorr

JMIR AI 2025 (Jan 13); 4:e55673

Download Citation: END BibTex RIS

An Intelligent System for Classifying Patient Complaints Using Machine Learning and Natural Language Processing: Development and Validation Study

Xiadong Li, Qiang Shu, Canhong Kong, Jinhu Wang, Gang Li, Xin Fang, Xiaomin Lou, Gang Yu

J Med Internet Res 2025 (Jan 08); 27:e55721

Download Citation: END BibTex RIS

Public Health Discussions on Social Media: Evaluating Automated Sentiment Analysis Methods

Lisa M Gandy, Lana V Ivanitskaya, Leeza L Bacon, Rodina Bizri-Baryak

JMIR Form Res 2025 (Jan 08); 9:e57395

Download Citation: END BibTex RIS

Revolutionizing Health Care: The Transformative Impact of Large Language Models in Medicine

Kuo Zhang, Xiangbin Meng, Xiangyu Yan, Jiaming Ji, Jingqian Liu, Hua Xu, Heng Zhang, Da Liu, Jingjia Wang, Xuliang Wang, Jun Gao, Yuan-geng-shuo Wang, Chunli Shao, Wenyao Wang, Jiarong Li, Ming-Qi Zheng, Yaodong Yang, Yi-Da Tang

J Med Internet Res 2025 (Jan 07); 27:e59069

Download Citation: END BibTex RIS

Two-Layer Retrieval-Augmented Generation Framework for Low-Resource Medical Question Answering Using Reddit Data: Proof-of-Concept Study

Sudeshna Das, Yao Ge, Yuting Guo, Swati Rajwal, JaMor Hairston, Jeanne Powell, Drew Walker, Snigdha Peddireddy, Sahithi Lakamana, Selen Bozkurt, Matthew Reyna, Reza Sameni, Yunyu Xiao, Sangmi Kim, Rasheeta Chandler, Natalie Hernandez, Danielle Mowery, Rachel Wightman, Jennifer Love, Anthony Spadaro, Jeanmarie Perrone, Abeed Sarker

J Med Internet Res 2025 (Jan 06); 27:e66220

Download Citation: END BibTex RIS

Autonomous International Classification of Diseases Coding Using Pretrained Language Models and Advanced Prompt Learning Techniques: Evaluation of an Automated Analysis System Using Medical Text

Yan Zhuang, Junyan Zhang, Xiuxing Li, Chao Liu, Yue Yu, Wei Dong, Kunlun He

JMIR Med Inform 2025 (Jan 06); 13:e63020

Download Citation: END BibTex RIS

The Transformative Potential of Large Language Models in Mining Electronic Health Records Data: Content Analysis

Amadeo Jesus Wals Zurita, Hector Miras del Rio, Nerea Ugarte Ruiz de Aguirre, Cristina Nebrera Navarro, Maria Rubio Jimenez, David Muñoz Carmona, Carlos Miguez Sanchez

JMIR Med Inform 2025 (Jan 02); 13:e58457

Download Citation: END BibTex RIS