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 applications: patient triage, medical documentation, and compliance automation
- Navigating constraints and leveraging opportunities in regulated environments
Healthcare Data Standards and Ontologies
- Overview of HL7, FHIR, SNOMED CT, and ICD
- Integrating ontologies into LangGraph workflows
- Addressing data interoperability and integration challenges
Workflow Orchestration in Healthcare
- Developing 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
- Establishing audit trails and ensuring traceability in graph execution
Reliability and Explainability
- Designing for error handling, retries, and fault tolerance
- Incorporating human-in-the-loop decision support
- Enhancing explainability and transparency in medical workflows
Integration and Deployment
- Connecting LangGraph with EHR/EMR systems
- Containerization and deployment strategies for 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
- Streamlining compliance reporting and documentation automation
Summary and Next Steps
Requirements
- Intermediate proficiency in Python and LLM application development
- Working knowledge of healthcare data standards (e.g., HL7, FHIR) is advantageous
- Basic familiarity with LangChain or LangGraph
Target Audience
- Domain technologists
- Solution architects
- Consultants developing LLM agents for regulated industries
