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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Veröffentlicht in:Proc IEEE Int Symp Biomed Imaging
Hauptverfasser: 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
Sprache:Inglês
Veröffentlicht: 2018
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Article
Online Zugang: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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