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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;27:e55721

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Enhancing Clinical Relevance of Pretrained Language Models Through Integration of External Knowledge: Case Study on Cardiovascular Diagnosis From Electronic Health Records

Qiuhao Lu, Andrew Wen, Thien Nguyen, Hongfang Liu

JMIR AI 2024;3:e56932

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Classification of Patients’ Judgments of Their Physicians in Web-Based Written Reviews Using Natural Language Processing: Algorithm Development and Validation

Farrah Madanay, Karissa Tu, Ada Campagna, J Kelly Davis, Steven S Doerstling, Felicia Chen, Peter A Ubel

J Med Internet Res 2024;26:e50236

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Differing Content and Language Based on Poster-Patient Relationships on the Chinese Social Media Platform Weibo: Text Classification, Sentiment Analysis, and Topic Modeling of Posts on Breast Cancer

Zhouqing Zhang, Kongmeng Liew, Roeline Kuijer, Wan Jou She, Shuntaro Yada, Shoko Wakamiya, Eiji Aramaki

JMIR Cancer 2024;10:e51332

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Automated Category and Trend Analysis of Scientific Articles on Ophthalmology Using Large Language Models: Development and Usability Study

Hina Raja, Asim Munawar, Nikolaos Mylonas, Mohammad Delsoz, Yeganeh Madadi, Muhammad Elahi, Amr Hassan, Hashem Abu Serhan, Onur Inam, Luis Hernandez, Hao Chen, Sang Tran, Wuqaas Munir, Alaa Abd-Alrazaq, Siamak Yousefi

JMIR Form Res 2024;8:e52462

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Differentiating ChatGPT-Generated and Human-Written Medical Texts: Quantitative Study

Wenxiong Liao, Zhengliang Liu, Haixing Dai, Shaochen Xu, Zihao Wu, Yiyang Zhang, Xiaoke Huang, Dajiang Zhu, Hongmin Cai, Quanzheng Li, Tianming Liu, Xiang Li

JMIR Med Educ 2023;9:e48904

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Examining Online Behaviors of Adult-Child and Spousal Caregivers for People Living With Alzheimer Disease or Related Dementias: Comparative Study in an Open Online Community

Congning Ni, Qingyuan Song, Bradley Malin, Lijun Song, Patricia Commiskey, Lauren Stratton, Zhijun Yin

J Med Internet Res 2023;25:e48193

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Exploring Political Mistrust in Pandemic Risk Communication: Mixed-Method Study Using Social Media Data Analysis

Ali Unlu, Sophie Truong, Tuukka Tammi, Anna-Leena Lohiniva

J Med Internet Res 2023;25:e50199

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A Multilabel Text Classifier of Cancer Literature at the Publication Level: Methods Study of Medical Text Classification

Ying Zhang, Xiaoying Li, Yi Liu, Aihua Li, Xuemei Yang, Xiaoli Tang

JMIR Med Inform 2023;11:e44892

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Transferability Based on Drug Structure Similarity in the Automatic Classification of Noncompliant Drug Use on Social Media: Natural Language Processing Approach

Tomohiro Nishiyama, Shuntaro Yada, Shoko Wakamiya, Satoko Hori, Eiji Aramaki

J Med Internet Res 2023;25:e44870

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