Simultaneous lesion and neuroanatomy segmentation in Multiple Sclerosis using deep neural networks

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 segmentation...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	McKinley, Richard, Wepfer, Rik, Aschwanden, Fabian, Grunder, Lorenz, Muri, Raphaela, Rummel, Christian, Verma, Rajeev, Weisstanner, Christian, Reyes, Mauricio, Salmen, Anke, Chan, Andrew, Wagner, Franca, Wiest, Roland
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Computer Vision and Pattern Recognition
Online-Zugang:	Volltext bestellen
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!