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A Data-Driven Approach to Assessing Hepatitis B Mother-to-Child Transmission Risk Prediction Model: Machine Learning Perspective

A Data-Driven Approach to Assessing Hepatitis B Mother-to-Child Transmission Risk Prediction Model: Machine Learning Perspective

This study was conducted at a single center in Thai Nguyen, Vietnam. It is valuable to explore how variations in HBV circulation rates, genotypes, and health care practices across different regions of the country might influence both the detection and relevance of the study. Thai Nguyen, where the research took place, serves as the economic, political, and social hub of the northeastern region, the Central Highlands, and the northern mountainous areas of Vietnam.

Dung Nguyen Tien, Huong Thi Thu Bui, Tram Hoang Thi Ngoc, Thuy Thi Pham, Dac Trung Nguyen, Huyen Nguyen Thi Thu, Thi Thu Hang Vu, Thi Lan Anh Luong, Lan Thu Hoang, Ho Cam Tu, Nina Körber, Tanja Bauer, Lam Khanh Ho

JMIR Form Res 2025;9:e69838

Digital Health Interventions to Prevent Type 2 Diabetes Mellitus: Systematic Review

Digital Health Interventions to Prevent Type 2 Diabetes Mellitus: Systematic Review

According to the systematic review by Nguyen et al [19] in 2024, DHIs show further enhanced efficacy in preventing T2 DM, highlighting the success of computer-based and mobile health in weight reduction, hemoglobin A1c (Hb A1c) improvement, and T2 DM incidence reduction. The quadruple aims of health care are the overarching goals focusing on improving population health, enhancing consumer experience, improving HCP experience, and decreasing health costs [20].

Tuan Duong, Quita Olsen, Anish Menon, Leanna Woods, Wenyong Wang, Marlien Varnfield, Lee Jiang, Clair Sullivan

J Med Internet Res 2025;27:e67507