Journal of Medical Internet Research

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Revealing Patient Dissatisfaction With Health Care Resource Allocation in Multiple Dimensions Using Large Language Models and the International Classification of Diseases 11th Revision: Aspect-Based Sentiment Analysis

Jiaxuan Li, Yunchu Yang, Chao Mao, Patrick Cheong-Iao Pang, Quanjing Zhu, Dejian Xu, Yapeng Wang

J Med Internet Res 2025;27:e66344

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Monitoring Sleep Quality Through Low α-Band Activity in the Prefrontal Cortex Using a Portable Electroencephalogram Device: Longitudinal Study

Chuanliang Han, Zhizhen Zhang, Yuchen Lin, Shaojia Huang, Jidong Mao, Weiwen Xiang, Fang Wang, Yuping Liang, Wufang Chen, Xixi Zhao

J Med Internet Res 2025;27:e67188

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Oncology Clinicians' Perspectives of a Remote Patient Monitoring Program: Multi-Modal Case Study Approach

Ann Marie Mazzella-Ebstein, Robert Daly, Jennie Huang, Camila Bernal, Clare Wilhelm, Katherine S Panageas, Jessie Holland, Rori Salvaggio, Jill Ackerman, Jennifer Cracchiolo, Gilad Kuperman, Jun Mao, Aaron Begue, Margaret Barton-Burke

JMIR Hum Factors 2025;12:e60585

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Ten Machine Learning Models for Predicting Preoperative and Postoperative Coagulopathy in Patients With Trauma: Multicenter Cohort Study

Xiaojuan Xiong, Hong Fu, Bo Xu, Wang Wei, Mi Zhou, Peng Hu, Yunqin Ren, Qingxiang Mao

J Med Internet Res 2025;27:e66612

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Influencers in Policy Fields on Social Media: Global Longitudinal Study of Dietary Sodium Reduction Posts, 2006-2022

Mao et al [20] proposed a framework for measuring topic-specific influence on X, which quantifies the overall influence of each user by decomposing it into four dimensions: activity, popularity, originality, and priority. This framework was illustrated in a case study of dietary sodium–related posts [20]; however, the analysis was only conducted for 16 stakeholders, which may not have been representative of the health field landscape and provided limited insights for policy implementation.

Alana Montoya, Lingchao Mao, Adam Drewnowski, Joshua Chen, Ella Shi, Aileen Liang, Bryan J Weiner, Yanfang Su