Thank you for sending your enquiry! One of our team members will contact you shortly.
Thank you for sending your booking! One of our team members will contact you shortly.
Duration 35 hours
Course Outline
LangGraph Fundamentals for Healthcare
- Review of LangGraph architecture and core principles
- Key healthcare use cases: patient triage, medical documentation, and compliance automation
- Navigating constraints and opportunities in regulated environments
Healthcare Data Standards and Ontologies
- Overview of HL7, FHIR, SNOMED CT, and ICD
- Incorporating ontologies into LangGraph workflows
- Addressing data interoperability and integration challenges
Workflow Orchestration in Healthcare
- Designing patient-centric versus provider-centric workflows
- Implementing decision branching and adaptive planning in clinical settings
- Managing persistent state for longitudinal patient records
Compliance, Security, and Privacy
- Understanding HIPAA, GDPR, and regional healthcare regulations
- Techniques for de-identification, anonymization, and secure logging
- Maintaining audit trails and traceability during graph execution
Reliability and Explainability
- Strategies for error handling, retries, and fault-tolerant design
- Incorporating human-in-the-loop decision support
- Ensuring explainability and transparency for medical workflows
Integration and Deployment
- Connecting LangGraph with EHR/EMR systems
- Containerization and deployment within healthcare IT environments
- Managing monitoring, logging, and SLAs
Case Studies and Advanced Scenarios
- Automating medical coding and billing workflows
- 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
- A solid understanding of healthcare data standards (e.g., HL7, FHIR) is advantageous
- Basic familiarity with LangChain or LangGraph
Audience
- Domain technologists
- Solution architects
- Consultants developing LLM agents within regulated industries
