A centre-guided Attention U-Net with physics-guided synthetic mimics achieves best local-comparison lesion-level F1 for CMB detection on VALDO and external AIBL SWI.
SHIV A-CMB: a deep-learning-based robust cerebral microbleed segmentation tool trained on multi-source T2*GRE- and susceptibility-weighted MRI,
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CenSynCMB: Centre Maps and Physics-Guided Synthesis for Microbleed Detection
A centre-guided Attention U-Net with physics-guided synthetic mimics achieves best local-comparison lesion-level F1 for CMB detection on VALDO and external AIBL SWI.