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 Duration 35 hours

Course Outline

Foundations of LangGraph for Healthcare

  • Review of LangGraph architecture and core principles
  • Key use cases: patient triage, medical documentation, and compliance automation
  • Navigating constraints and opportunities in regulated settings

Healthcare Data Standards and Ontologies

  • Overview of HL7, FHIR, SNOMED CT, and ICD
  • Incorporating ontologies into LangGraph workflows
  • Addressing data interoperability and integration hurdles

Orchestrating Healthcare Workflows

  • Designing workflows centered on patient versus provider needs
  • Implementing decision branching and adaptive planning for clinical contexts
  • Managing persistent state for longitudinal patient records

Compliance, Security, and Privacy

  • Overview of HIPAA, GDPR, and regional healthcare regulations
  • Techniques for de-identification, anonymization, and secure logging
  • Establishing audit trails and traceability within graph execution

Reliability and Explainability

  • Strategies for error handling, retries, and fault-tolerant design
  • Implementing human-in-the-loop decision support
  • Ensuring explainability and transparency in medical workflows

Integration and Deployment

  • Linking LangGraph with EHR/EMR systems
  • Containerization and deployment strategies for healthcare IT environments
  • Monitoring, logging, and SLA management

Case Studies and Advanced Scenarios

  • Workflows for automated medical coding and billing
  • AI-assisted diagnosis support and clinical triage
  • Automating compliance reporting and documentation

Summary and Next Steps

Requirements

  • Intermediate proficiency in Python and LLM application development
  • Basic understanding of healthcare data standards (e.g., HL7, FHIR) is recommended
  • Familiarity with the fundamentals of LangChain or LangGraph

Target Audience

  • Domain technologists
  • Solution architects
  • Consultants developing LLM agents for regulated industries

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