Etienne Chollet

Pancakes: Consistent Multi-Protocol Image Segmentation Across Biomedical Domains

A single biomedical image can be segmented in multiple valid ways, depending on the application. For instance, a brain MRI may be divided according to tissue types, vascular territories, broad anatomical regions, fine-grained anatomy, or pathology. Existing automatic segmentation models typically ei…