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Module 3: AI Medical Coding & CDI

ICD-10, CPT & Clinical Documentation Intelligence

Duration: 6 hours · Level: Advanced · Lessons: 3

Medical coding is the translation of clinical documentation into billable codes. AI achieves 95%+ accuracy on high-volume, well-documented encounters. Build coding agents that never miss a secondary diagnosis or a modifier.

Prerequisites​

Learning outcomes

By the end of this module you will be able to:

  • Build an AI coding agent using LLM-based diagnosis and procedure code extraction
  • Implement CDI query generation for underdocumented encounters
  • Deploy a coding accuracy validation pipeline against a human coder benchmark

Lessons in this module​

  1. H3.1 — LLM-Based Diagnosis Code Extraction: The Architecture · 60 min
  2. H3.2 — CDI: Generating Physician Queries Automatically · 55 min
  3. H3.3 — CPT Coding for Outpatient & E&M Automation · 50 min

👉 Start here: H3.1 — LLM-Based Diagnosis Code Extraction: The Architecture