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Duration 35 hours
Course Outline
LangGraph Fundamentals in 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 sectors
Healthcare Data Standards and Ontologies
- Overview of HL7, FHIR, SNOMED CT, and ICD frameworks
- Incorporating ontologies into LangGraph workflows
- Addressing data interoperability and integration challenges
Workflow Orchestration in Healthcare
- Designing workflows centered on patient needs versus provider requirements
- Implementing decision branching and adaptive planning in clinical scenarios
- Managing persistent state for longitudinal patient records
Compliance, Security, and Privacy
- Compliance with 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
- Strategies for error handling, retries, and fault-tolerant design
- Integrating human-in-the-loop decision support mechanisms
- Ensuring explainability and transparency in medical workflows
Integration and Deployment
- Connecting LangGraph with EHR/EMR systems
- Containerization and deployment strategies for healthcare IT environments
- Implementing monitoring, logging, and SLA management
Case Studies and Advanced Scenarios
- Automating medical coding and billing processes
- AI-assisted diagnostic 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 (such as HL7 and FHIR) is advantageous
- Basic familiarity with LangChain or LangGraph concepts
Target Audience
- Domain technologists
- Solution architects
- Consultants specializing in LLM agents within regulated industries
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
- Flexible Schedule: Dates and times adapted to your team's agenda.
- Format: Online (live), In-company (at your offices), or Hybrid.
Price per private group, online live training, starting from 6500 € + VAT*
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