AUG 28, 2026 · JOURNAL ARTICLE
A Bi-LSTM Prediction Model Integrated with GIS for Spatiotemporal Malaria Endemicity Mapping and Early Warning in Indonesia
Journal of Applied Data Sciences
A machine-learning forecasting model study with no clinical validation, prospective outcome data, or comparison to actual public health decision-making; presents a methodological proof-of-concept for malaria prediction in Indonesia.
Reported
Root Mean Squared Error (RMSE)0.0522
Symmetric Mean Absolute Percentag…18.39%
R²0.9553