Module 3: Preprocessing and augmentation

Module 3: Preprocessing and augmentation#

AINS6100 — AI in Medical Imaging

Essential Question#

Which transformations preserve clinical meaning?

Core Moves#

  • Define the problem boundary

  • Identify evidence and assumptions

  • Build or evaluate the artifact

  • Communicate limits and next actions

Lab & Assignment#

Apply preprocessing and document risks.

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