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Alzheimer's Association International Conference 2026
July 12-15, 2026 | London, United Kingdom, and Online
9610
Automated Microbleed Detection Screening Tool For Clinical Application Using Dyn-UNet
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Background:
•Cerebral microbleeds (CMBs) associated with vascular dementia.
•Time consuming manual detection due to their small size (5-10mm).
•Lack of generalisability of fully automated detection methods.
Aims and Objectives:
•Develop an automated CMB detection tool
•Compare with an open-source tool on a multi-centre European prevention Alzheimers Dementia (EPAD) dataset.
•Good sensitivity for the internal tool
•Reduced performance in the deep and infratentorial regions
•Second stage false positive discriminator to be introduced to improve specificity
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