Pre-training 3D convolutional neural networks for prodromal alzheimer's disease classification

• Main Authors: Jiang, Hongchao, Miao, Chunyan
• Other Authors: School of Computer Science and Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2022
• Subjects: Engineering::Computer science and engineering; Machine Learning; Alzheimer's Disease
• Online Access: https://hdl.handle.net/10356/159700
• Institution: Nanyang Technological University

Alzheimer's disease (AD) is a chronic neurodegenerative disease that causes cognitive deficits, which severely interfere with daily life. Convolutional Neural Networks (CNNs) have been used to analyze Medical Resonance Imaging (MRI) scans for the early detection of AD. Prior works have explored...