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 in Healthcare
- Review of LangGraph architecture and core principles
- Key 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 complexities
Workflow Orchestration in Clinical Settings
- Designing workflows centered on patients versus providers
- Implementing decision branching and adaptive planning in clinical contexts
- Managing persistent state for longitudinal patient records
Compliance, Security, and Privacy
- Adherence to HIPAA, GDPR, and regional healthcare regulations
- Techniques for de-identification, anonymization, and secure logging
- Maintaining audit trails and traceability throughout graph execution
Reliability and Explainability
- Designing for error handling, retries, and fault tolerance
- Incorporating human-in-the-loop decision support
- Ensuring explainability and transparency in medical workflows
Integration and Deployment
- Connecting LangGraph with EHR and 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 processes
- AI-assisted diagnosis support and clinical triage
- Automating compliance reporting and documentation
Conclusion and Next Steps
Requirements
- Intermediate proficiency in Python and LLM application development
- A solid understanding of healthcare data standards (such as HL7 and FHIR) is advantageous
- Basic familiarity with LangChain or LangGraph
Audience
- Domain technologists
- Solution architects
- Consultants developing 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 8000 € + VAT*
Contact us for an exact quote and to hear our latest promotions
