A geometric-to-neural cascade for cerebral microbleed detection in susceptibility-weighted MRI
Sam Bogdanov, Gaurav Rudravaram, Adam M. Saunders, Michael E. Kim, James D. LeFevre, Jack Charles, Stuti Jain, Matthew Schrag, Bennett A. Landman
This paper introduces a three-stage cascade pipeline for automated cerebral microbleed detection in SWI MRI, achieving high accuracy with reduced false positives.
bioRxiv · Jul 28, 2026 · PreprintBioinformatics