A robust class decomposition-based approach for detecting Alzheimer’s progression
Maha M Alwuthaynani,
Zahraa S Abdallah,
Raul Santos-Rodriguez
Abstract:Computer-aided diagnosis of Alzheimer’s disease (AD) is a rapidly growing field with the possibility to be utilized in practice. Deep learning has received much attention in detecting AD from structural magnetic resonance imaging (sMRI). However, training a convolutional neural network from scratch is problematic because it requires a lot of annotated data and additional computational time. Transfer learning can offer a promising and practical solution by transferring information learned from other image recog… Show more
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