Technology
AI for brain MRI
Our technical interest is the path from an acquired MR image to a measurement that someone else can examine, reproduce and interpret.
Image acquisition
Sequence, resolution and movement can affect the appearance of the same anatomy. A meaningful comparison begins with understanding how each image was acquired.
Anatomical measurement
An algorithm might delineate a brain structure so that its volume can be estimated. We are interested in how to evaluate the boundary it draws, particularly when the image is ambiguous.
Evaluating robustness
A proposed analysis would compare performance across acquisition conditions, inspect disagreement case by case and document where the method becomes unreliable.