Can clustering of deep image representations reveal latent breast cancer risk subtypes in a multiethnic population?
Date:
Sollis L, Bunnell A, Wolfgruber TK, Quon B, Kane C, Valdez D, Hernandez BY, Sadowski P, Shepherd JA.
Compares k-means, Gaussian mixture models, and Leiden community detection on transformer-based mammogram representations to test for latent risk subtypes beyond Mirai’s scalar output.