Ras Patel · personal
HEALTHCARE · Advanced analysis & detectionActive

ComparativeLiterature

ML system for longitudinal lab results — CatBoost / XGBoost / LightGBM with anomaly detection.

ROLESolo
YEAR2025
STACKPython · CatBoost · XGBoost · Streamlit

ComparativeLiterature is the ML layer for longitudinal lab data. CatBoost, XGBoost, and LightGBM ensembles with anomaly detection over comprehensive diagnostic results. Includes an interactive Streamlit dashboard for clinical interpretation.