Voxel-Based Diktiometry - Combining convolutional neural networks with voxel-based analysis and its application in diffusion tensor imaging for Parkinson’s disease
Abstract:Extracting population-wise information from medical images, specifically in the neurological domain, is crucial to better understanding disease processes and progression. This is frequently done in a whole-brain voxel-wise manner, in which a population of patients and healthy controls are registered to a common co-ordinate space and a statistical test is performed on the distribution of image intensities for each location. Although this method has yielded a number of scientific insights, it is further from cli… Show more
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