Tambo HealthLens
A full-stack analytics platform for health data — upload a CSV and get ML models, equity analysis, epi metrics, trend detection, and risk profiling out of the box.
- 📊 Data Explorer — KPIs, data quality score, correlation matrix, feature distributions, scatter explorer
- 🤖 ML Risk Model — Random Forest classifier with AUC-ROC, precision/recall/F1, confusion matrix, and adjustable decision threshold
- 🎯 Patient Risk Scorer — Individual risk gauge with cohort percentile ranking
- 🏥 Health Equity — Stratify outcomes by demographic, disparity ratio, relative risk by group, SDOH domains reference
- 📉 Epi Metrics — Incidence/prevalence, 2×2 table engine with OR, RR, AR, NNT, and 95% CIs
- 📈 Trends — Time-series charts, moving averages, and trend direction analysis
- 📄 Reporting — Export client-ready summaries and visual reports