Attention-Guided Hybrid Network for Dementia Diagnosis With Structural MR Images

    IEEE transactions on cybernetics, 2020.

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    Abstract:

    Deep-learning methods (especially convolutional neural networks) using structural magnetic resonance imaging (sMRI) data have been successfully applied to computer-aided diagnosis (CAD) of Alzheimer's disease (AD) and its prodromal stage [i.e., mild cognitive impairment (MCI)]. As it is practically challenging to capture local and subtle ...More

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