Voxel-based morphometry in single subjects without a scanner-specific normal database using a convolutional neural network.
Journal:
European radiology
Published Date:
Nov 9, 2023
Abstract
OBJECTIVES: Reliable detection of disease-specific atrophy in individual T1w-MRI by voxel-based morphometry (VBM) requires scanner-specific normal databases (NDB), which often are not available. The aim of this retrospective study was to design, train, and test a deep convolutional neural network (CNN) for single-subject VBM without the need for a NDB (CNN-VBM).