Medical image analysis using deep learning frameworks has advanced healthcare by
automating complex tasks, but many existing frameworks lack flexibility, modularity, and user …

This paper provides the first review to date which gathers, describes, and assesses, to the
best of our knowledge, all available publications on automating cerebral microbleed (CMB) …

Deep learning-based models in medical imaging often struggle to generalize effectively to
new scans due to data heterogeneity arising from differences in hardware, acquisition …

Cerebral microbleeds are frequent incidental findings on brain MRI and have previously
been shown to occur in Coronavirus Disease 2019 (COVID-19) cohorts of critically ill …

Brain lesions detected in magnetic resonance images often vary in type and rarity across
different cohorts, posing a challenge for deep learning techniques that are typically …

COVID-19-associated cerebral microbleeds in the general population Page 1 COVID-19-associated
cerebral microbleeds in the general population Malini V. Sagar,1,* Neus R. Ferrer,2,* Mostafa …