SmartDaas
Open-source ML pf predicting HIV treatment interruption risk
2
Product Hunt Upvotes
May 25, 2026
Launch Date
May 26, 2026
First Tracked
About
AI Summary
SmartDaaS is an AI tool that predicts the risk of HIV treatment interruption using existing data from DHIS2 and EMR exports, designed for PEPFAR partners in sub-Saharan Africa, with a temporal AUC of 0.772 and validated across 192,732 records in six countries, ensuring session-only processing without data storage.
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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