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Course Outline
LangGraph Fundamentals for Healthcare
- Refresher on LangGraph architecture and principles
- Key healthcare use cases: patient triage, medical documentation, compliance automation
- Constraints and opportunities in regulated environments
Healthcare Data Standards and Ontologies
- Introduction to HL7, FHIR, SNOMED CT, and ICD
- Mapping ontologies into LangGraph workflows
- Data interoperability and integration challenges
Workflow Orchestration in Healthcare
- Designing patient-centric vs provider-centric workflows
- Decision branching and adaptive planning in clinical contexts
- Persistent state handling for longitudinal patient records
Compliance, Security, and Privacy
- HIPAA, GDPR, and regional healthcare regulations
- De-identification, anonymization, and secure logging
- Audit trails and traceability in graph execution
Reliability and Explainability
- Error handling, retries, and fault-tolerant design
- Human-in-the-loop decision support
- Explainability and transparency for medical workflows
Integration and Deployment
- Connecting LangGraph with EHR/EMR systems
- Containerization and deployment in healthcare IT environments
- Monitoring, logging, and SLA management
Case Studies and Advanced Scenarios
- Automated medical coding and billing workflows
- AI-assisted diagnosis support and clinical triage
- Compliance reporting and documentation automation
Summary and Next Steps
Requirements
- Intermediate knowledge of Python and LLM application development
- Understanding of healthcare data standards (e.g., HL7, FHIR) is beneficial
- Familiarity with LangChain or LangGraph basics
Audience
- Domain technologists
- Solution architects
- Consultants building LLM agents in regulated industries
35 Hours
Delivery Options
Private Group Training
Our identity is rooted in delivering exactly what our clients need.
- Pre-course call with your trainer
- Customisation of the learning experience to achieve your goals -
- Bespoke outlines
- Practical hands-on exercises containing data / scenarios recognisable to the learners
- Training scheduled on a date of your choice
- Delivered online, onsite/classroom or hybrid by experts sharing real world experience
Private Group Prices RRP from €11400 online delivery, based on a group of 2 delegates, €3600 per additional delegate (excludes any certification / exam costs). We recommend a maximum group size of 12 for most learning events.
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Public Training
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