Author

M. A. Hadi

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Open access Aug 2026

Calibrated Risk Prediction for Loss to Follow-Up in Drug-Susceptible Tuberculosis: A Decision-Analytic Machine-Learning Framework Developed on a Parameter-Anchored Synthetic Cohort

Loss to follow-up is the principal leak in Indonesia’s tuberculosis care cascade, yet adherence support is rationed by staffing rather than by need. We developed a risk model for loss to follow-up in drug-susceptible pulmonary tuberculosis on a synthetic cohort of 20,000 patients whose parameters were anchored to publi...

M. A. Hadi, Qoonita Dzakiyya Falahuddin · Jurnal Ragam Pengabdian · 0 citations

Review Open access Sep 2026

Digital Health Services in Sub-Saharan Africa: A Narrative Review of Benefits, Adoption Factors, and Implementation Challenges

Digital health is often presented as a way for African health systems to overcome shortages of facilities, specialists, and dependable supply chains, yet the supporting evidence is scattered across separate literatures. This article reviews published work on digital health services in sub-Saharan Africa, with particula...

M. A. Hadi, Qoonita Dzakiyya Falahuddin · Journal Medical Informatics... · 0 citations