CME-Accredited Healthcare Informatics Track
Advancing Patient Diagnostics With Clinical-Grade AI
Bridging deep learning with radiology, genomic modeling, and clinical decision support under strict HIPAA and FDA SaMD regulatory standards.
View Physician Curriculum
✓ HIPAA Security Compliant
✓ FDA Software as a Medical Device (SaMD)
✓ DICOM & HL7 FHIR Integration
MODULE 01
Radiology & Pathology Vision
Automate 3D volumetric MRI and CT segmentation with MONAI, 3D U-Net, and explainable Grad-CAM heatmaps.
- MONAI & PyTorch Medical pipelines
- DICOM metadata handling & anonymization
- Explainability metrics for board certification
MODULE 02
Clinical NLP & EHR Synthesis
Fine-tune domain medical foundation models (BioMedLM, Med-PaLM) for physician discharge notes and automated ICD-10 coding.
- FHIR API patient data retrieval
- Clinical entity extraction (cUI, SNOMED)
- Hallucination prevention in treatment protocols
MODULE 03
Regulatory AI & FDA Approval
Navigate the 510(k) pre-market notification pathway, Good Machine Learning Practice (GMLP), and algorithmic bias audits.
- Pre-market submission documentation
- Demographic parity and bias mitigation
- Post-market surveillance and drift monitoring