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Federated Learning-Based Model for Predicting Mortality: Systematic Review and Meta-Analysis

Nurfaidah Tahir, Chau-Ren Jung, Shin-Da Lee, Nur Azizah, Wen-Chao Ho, Tsai-Chung Li

J Med Internet Res 2025;27:e65708

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Implementing Electronic Health Records in Philippine Primary Care Settings: Mixed-Methods Pilot Study

Anton Elepaño, Carol Stephanie Tan-Lim, Mark Anthony Javelosa, Regine Ynez De Mesa, Mia Rey, Josephine Sanchez, Leonila Dans, Antonio Miguel Dans

JMIR Med Inform 2025;13:e63036

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Development and Validation of a Rule-Based Natural Language Processing Algorithm to Identify Falls in Inpatient Records of Older Adults: Retrospective Analysis

Xing Xing Qian, Pui Hing Chau, Daniel Y T Fong, Mandy Ho, Jean Woo

JMIR Aging 2025;8:e65195

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Challenges and Mitigation Strategies in the Development and Feasibility Assessment of a Digital Mental Health Intervention for Depression (VMood): Mixed Methods Feasibility Study

The study by Chau et al [35] provides the results of fidelity testing. As a result of the technological challenges, the development process was long and required frequent exchanges among the larger project team, our implementing partners in Vietnam who were working directly with the app development company, and the app development company. Any edits made to the app also required testing and fixing any bugs in addition to approval from the Apple App Store.

Leena W Chau, Jill K Murphy, Vu Cong Nguyen, Hai Nhu Tran, Harry Minas, Raymond W Lam, Kanna Hayashi, Thi Thanh Xuan Nguyen, Emanuel Krebs, John O'Neil