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Open Access Academic Papers from Research Square

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Research Article posted

Diagnostic Accuracy and External Validation of Self-Supervised Learning for Cerebral Micro-Bleed Detection: A Multi-Sequence MRI Trial Using Public Datasets

Rameswari Poornima Janardanan, Elamir A. Osman, Omer O. Saeed, Mahmoud Eltahir Ali, Omer Gaddoura

Purpose Cerebral microbleeds (CMBs) are critical imaging biomarkers for small vessel disease, but detection remains challenging due to small lesion size, variable MRI appearance, and annotation burden...

Research Square 2026-04-23 rs-9496185
Cerebral micro-bleeds self-supervised learning magnetic resonance imaging deep learning medical image analysis
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