HealthHack MSCS (Multi-scope Clinical Support)

A comprehensive clinical decision support platform for healthcare professionals, designed to improve patient care through evidence-based decision making and personalized medicine.

Demo: https://www.youtube.com/watch?v=BRFQOMtIXYw

Platform Overview

HealthHack MSCS is a modular clinical support system that provides healthcare professionals with advanced tools for:

• Pharmacogenomics: Personalized medication recommendations based on genetic data
• Clinical Decision Support: Evidence-based guidelines and risk assessments
• Patient Monitoring: Real-time health tracking and alerts
• Workflow Automation: Streamlined clinical processes

Components

Epi-Risk Lite

Clinical decision support for epistatic risk scoring in pharmacogenomics

• Location: /epi-risk-lite/
• Purpose: Screen patient genomic data for harmful epistatic interactions
• Technology: Python, FastAPI, XGBoost, Docker, Llama V3.3 (later in the pipeline)
• Coverage: 50+ medications, 50+ genes, 200+ variants

Key Features:

• Multi-format file parsing (CSV, PDF)
• Deterministic and ML-based risk scoring
• Clinical rationales with evidence
• Alternative medication suggestions
• RESTful API with auto-generated documentation