treatment-optimization

Django-based platform for Multiple Myeloma research combining drug discovery tools, PKPD simulation, digital patient twins, and clinical decision support

LOGOS (Longitudinal Optimization of Global Outcomes and Strategies): A mathematical framework for PK/PD treatment cycling, recovery dynamics, and clinical restart decisions.

LOGOS (Longitudinal Optimization of Global Outcomes and Strategies) — Bridging mathematical treatment theory and clinical evidence through PK/PD modeling and patient-level prediction.

Production ML pipeline for clinical decision support - risk scoring, treatment optimization, outcome prediction

LOGOS (Longitudinal Optimization of Global Outcomes and Strategies) — Constrained mathematical optimization of finite-course PK/PD regimens using individual pharmacological models.

LOGOS (Longitudinal Optimization of Global Outcomes and Strategies) — Mathematical optimization of finite-course PK/PD regimens using clinical pharmacological data and constrained optimal control.