Learn AI Create the Future — with Pranay
Main site

AI in the Real World Section 103

Medical Imaging AI

Scans are not photographs. Different file formats, different labels, different ways to be quietly wrong.

Every lesson in this section is written by .

9 of 9 lessons published Three reading levels on every lesson

Start with “DICOM, windowing and image intensity”

Lessons in order

Work top to bottom. Each lesson assumes the one above it.

  1. DICOM, windowing and image intensity
  2. Segmenting 3D scans
  3. When the radiologists disagree
  4. Screening: one positive in a thousand scans
  5. Gigapixel pathology slides
  6. Multiple instance learning
  7. Why your model fails at the next hospital
  8. Generating radiology reports
  9. Reconstructing scans with learned priors