Article

Deep Learning on MRI Affirms the Prominence of the Hippocampal Formation in Alzheimer's Disease Classification

2018-10-31

Abstract excerpt

Deep learning techniques on MRI scans have demonstrated great potential to improve the diagnosis of neurological diseases. Here, we investigate the application of 3D deep convolutional neural networks (CNNs) for classifying Alzheimer's disease (AD) based on structural MRI data. In particular, we take on two challenges that are under-explored in the literature on deep learning for neuroimaging. First deep neural ne...

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Literature Corpus work: 90d6067d-6456-58ee-a1cd-80f4ffeb7b20
DOI: 10.1101/456277

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