Simultaneous lesion and brain segmentation in multiple sclerosis using deep neural networks

Simultaneous lesion and brain segmentation in multiple sclerosis using deep neural networks

Abstract Segmentation of white matter lesions and deep grey matter structures is an important task in the quantification of magnetic resonance imaging in multiple sclerosis. In this paper we explore segmentation solutions based on convolutional neural networks (CNNs) for providing fast, reliable seg...

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Bibliographic Details
Main Authors: Richard McKinley, Rik Wepfer, Fabian Aschwanden, Lorenz Grunder, Raphaela Muri, Christian Rummel, Rajeev Verma, Christian Weisstanner, Mauricio Reyes, Anke Salmen, Andrew Chan, Franca Wagner, Roland Wiest
Format: Article
Language:English
Published: Nature Publishing Group 2021-01-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-020-79925-4

Internet

https://doi.org/10.1038/s41598-020-79925-4

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