MedicalCoderSwarm

Medical Diagnosis Swarm Architecture

[](https://discord.gg/agora-999382051935506503) [](https://www.youtube.com/@kyegomez3242) [](https://www.linkedin.com/in/kye-g-38759a207/) [](https://x.com/kyegomezb)

MedicalSwarm is a sophisticated medical diagnosis and coding platform that leverages a coordinated swarm of specialized AI agents to deliver comprehensive medical assessments, accurate ICD-10 coding, and detailed clinical documentation. The system employs a hierarchical approach with specialized agents working in concert to analyze patient data, generate diagnoses, and ensure coding compliance.

Key Features

Multi-Agent Architecture

• Chief Medical Officer: Coordinates diagnosis workflow and synthesizes findings
• Virologist: Specializes in viral disease analysis and progression
• Internist: Provides comprehensive internal medicine evaluation
• Medical Coder: Ensures accurate ICD-10 coding and compliance
• Diagnostic Synthesizer: Creates final integrated assessments

Enterprise Integration

• RAG (Retrieval-Augmented Generation) API support
• Comprehensive logging and telemetry
• Scalable batch processing capabilities
• Configurable output formats and storage

Clinical Documentation

• Automated ICD-10 code assignment
• Hierarchical Condition Category (HCC) coding
• Evidence-based diagnostic rationale
• Detailed clinical progression timelines

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Installation

pip install mcs

Onboarding

To get started you must first set some envs in you