Lala Foresta Valentine Gunasari

Machine Learning for Risk Prediction of Infectious Diseases: A Scoping Review of Application, Predictive Performance, and Reporting Gaps

2026 · OSF Preprints (OSF Preprints)

Background: Infectious diseases remain a major cause of global morbidity and mortality, with machine learning (ML) emerging as a promising approach for risk prediction. However, the heterogeneity of ML applications across diseases, algorithms, and validation …