Evaluating severity of white matter lesions from computed tomography images with convolutional neural network.

Purpose: Severity of white matter lesion (WML) is typically evaluated on magnetic resonance images (MRI), yet the more accessible, faster, and less expensive method is computed tomography (CT). Our objective was to study whether WML can be automatically segmented from CT images using a convolutional...

Descripción completa

Detalles Bibliográficos
Publicado en:Neuroradiology Vol. 62; no. 10; pp. 1257 - 1264
Autores principales: Pitkänen, Johanna, Koikkalainen, Juha, Nieminen, Tuomas, Marinkovic, Ivan, Curtze, Sami, Sibolt, Gerli, Jokinen, Hanna, Rueckert, Daniel, Barkhof, Frederik, Schmidt, Reinhold, Pantoni, Leonardo, Scheltens, Philip, Wahlund, Lars-Olof, Korvenoja, Antti, Lötjönen, Jyrki, Erkinjuntti, Timo, Melkas, Susanna
Formato: diagnostic images research tables/charts Journal Article
Publicado: Springer Nature Oct2020
Acceso en línea:Ver este registro en EBSCOhost