Medical Imaging

Learning pathway

1. Review image formation and acquisition parameters.
2. Relate sampling, noise, contrast, and resolution to image quality.
3. Explore attenuation and reconstruction through interactive models.
4. Work with synthetic or rigorously de-identified DICOM datasets.
5. Document assumptions, uncertainty, and limitations.

Interactive attenuation lesson

Open the marimo attenuation explorer to examine how a synthetic attenuation coefficient changes transmission and half-value layer.

Imaging archive boundary

The teaching archive is isolated from clinical systems. Do not upload names, medical record numbers, accession numbers, dates of birth, facial reconstructions, burned-in annotations, or other identifying metadata.