Skip to content
Roadmap for Healthcare AI
Path 3 of 8

AI-Powered Researcher

Read, design and publish AI research with sound data and evaluation.

Your tracks, and how far to go on each

Depth levels: Understand → Use → Evaluate → Build → Lead. Go as far as the level shown; the track pages let you filter resources by level.

  1. Track 0OrientationUnderstand
  2. Track 1AI-literate clinicianUse
  3. Track 2Data and statistics for clinical AIEvaluate
  4. Track 3Clinical AI evaluation and safetyEvaluate
  5. Track 4Regulation and governanceUnderstand
  6. Track 5Python → ML → deep learningUse
  7. Track 6GenAI, RAG and agents in healthcareUse
  8. Track 7Research, product and leadershipBranch: 7a ResearchEvaluate

Careers this path leads towards: Clinical AI Researcher. All careers