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Deep Learning for Cerebral Microbleed Identification
- Source :
- Pathological Brain Detection ISBN: 9789811040252
- Publication Year :
- 2018
- Publisher :
- Springer Singapore, 2018.
-
Abstract
- Cerebral microbleeds (CMBs) are the small foci of chronic blood products. CMBs are closely related to many diseases such as dementia, siderosis, ageing, etc. A data balance method is used for their identification, since CMB voxels in collected brain images are usually about 2000 times less common than non-CMB voxels.
Details
- ISBN :
- 978-981-10-4025-2
- ISBNs :
- 9789811040252
- Database :
- OpenAIRE
- Journal :
- Pathological Brain Detection ISBN: 9789811040252
- Accession number :
- edsair.doi...........22b4fd26e6cd17a6b1d249a091cb1b66
- Full Text :
- https://doi.org/10.1007/978-981-10-4026-9_11