ORCHESTRAL FULLY CONVOLUTIONAL NETWORKS FOR SMALL LESION SEGMENTATION IN BRAIN MRI

White matter (WM) lesion identification and segmentation has proved of clinical importance for diagnosis, treatment and neurological outcomes. Convolutional neural networks (CNN) have demonstrated their success for large lesion load segmentation, but are not sensitive to small deep WM and sub-cortic...

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Bibliographic Details
Published in:Proc IEEE Int Symp Biomed Imaging
Main Authors: Xu, Botian, Chai, Yaqiong, Galarza, Cristina M., Vu, Chau Q., Tamrazi, Benita, Gaonkar, Bilwaj, Macyszyn, Luke, Coates, Thomas D., Lepore, Natasha, Wood, John C.
Format: Artigo
Language:Inglês
Published: 2018
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Article
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC6192017/
https://ncbi.nlm.nih.gov/pubmed/30344893
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/ISBI.2018.8363714
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