Module 4: Classification and detection

AINS6100 — AI in Medical Imaging

Essential Question

How do imaging models identify findings?

Core Moves

• Define the problem boundary

• Identify evidence and assumptions

• Build or evaluate the artifact

• Communicate limits and next actions

Lab & Assignment

Train or simulate an image classification baseline.

Use the assignment notebook to turn lab evidence into a defensible recommendation.