Medical AI

Trustworthy medical AI: explainability, safety, audit trails.

Led by an expert with an approved EB-1A (Extraordinary Ability) petition in Medical AI. Medical AI must be auditable by design. This page focuses on decision-support systems with explicit governance and clinician review workflows.

Important: This work is for clinical decision-support, not diagnostic automation. Outputs must always be reviewed by qualified clinicians.

Design priorities & Expertise

  • Original Innovations: Pioneering Knowledge Graph & MCP Server architectures for healthcare settings.
  • Hallucination-risk controls and strict evidence attribution for patient safety.
  • Human-in-the-loop validation and escalation pathways.
  • Governance checkpoints before production deployment, ensuring compliance with global healthcare data standards.

Continue exploring

Read medical AI articles, watch video explainers, and review public proof on Media & Recognition.