Fully automatic acute ischemic lesion segmentation in DWI using convolutional neural networks

Stroke is an acute cerebral vascular disease, which is likely to cause long-term disabilities and death. Acute ischemic lesions occur in most stroke patients. These lesions are treatable under accurate diagnosis and treatments. Although diffusion-weighted MR imaging (DWI) is sensitive to these lesio...

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Bibliographic Details
Main Authors: Liang Chen, Paul Bentley, Daniel Rueckert
Format: Article
Language:English
Published: Elsevier 2017-01-01
Series:NeuroImage: Clinical
Online Access:http://www.sciencedirect.com/science/article/pii/S221315821730147X