Article

A geometric-to-neural cascade for cerebral microbleed detection in susceptibility-weighted MRI

2026-07-28

Abstract excerpt

<h4>ABSTRACT</h4> Cerebral microbleeds (CMBs) are established imaging biomarkers of cerebral small vessel disease and are a defining feature of cerebral amyloid angiopathy (CAA), yet their automated detection in susceptibility-weighted imaging (SWI) remains challenging due to high false-positive rates from vessel cross-sections, iron and calcium deposits, and other hypointense mimics. We present a fully automated...

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Literature Corpus work: 27b68e71-2c26-5457-9c2a-9ff8a18d0291
DOI: 10.64898/2026.07.24.740624

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