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Research & Investigation

This section contains research findings, technology evaluations, and investigation results relevant to the LyfeAI Provider project.

Technology Research​

Healthcare Standards​

  • FHIR R4: Fast Healthcare Interoperability Resources
  • HL7: Health Level Seven International standards
  • DICOM: Digital Imaging and Communications in Medicine

AI/ML Research​

  • OpenAI GPT-4: Large language model capabilities
  • Medical NLP: Natural language processing for healthcare
  • Structured Output: Techniques for reliable AI outputs

Security & Compliance​

  • HIPAA: Health Insurance Portability and Accountability Act
  • Data Encryption: At-rest and in-transit security
  • Audit Logging: Comprehensive activity tracking

Integration Research​

EHR Systems​

  • Epic MyChart integration possibilities
  • Cerner PowerChart compatibility
  • Generic FHIR endpoint support

Medical Imaging​

  • PACS integration options
  • DICOM viewer components
  • Image analysis APIs

Future Research Topics​

Topics to investigate:

  • Telehealth integration
  • Wearable device data
  • Population health analytics
  • Clinical decision support systems