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SmartDaas

Open-source ML pf predicting HIV treatment interruption risk

Artificial Intelligence GitHub Open Source Health & Fitness

SmartDaaS predicts HIV treatment interruption risk from routine DHIS2 and EMR exports — no new data collection, no workflow changes. Built for PEPFAR implementing partners across sub-Saharan Africa. - Trained on 27,288 real-world HIV patient records - Temporal AUC 0.772 on held-out future patients - SHAP explainability for every risk score - No data stored — session-only processing - Validated across 192,732 records in 6 countries - MIT licensed

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