Segmentation of Cerebrovascular Pathologies in Stroke Patients with Spatial and Shape Priors

Segmentation of Cerebrovascular Pathologies in Stroke Patients with Spatial and Shape Priors

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We propose and demonstrate an inference algorithm for the automatic segmentation of cerebrovascular pathologies in clinical MR images of the brain. Identifying and differentiating pathologies is important for understanding the underlying mechanisms and clinical outcomes of cerebral ischemia. Manual...

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Bibliographic Details
Main Authors: Dalca, Adrian Vasile, Sridharan, Ramesh, Cloonan, Lisa, Fitzpatrick, Kaitlin M., Kanakis, Allison, Furie, Karen L., Rosand, Jonathan, Wu, Ona, Sabuncu, Mert, Rost, Natalia S., Golland, Polina
Other Authors: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
Format: Book
Language:English
Published: Springer International Publishing 2020
Online Access:https://hdl.handle.net/1721.1/126637

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