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

• Main Authors: Jiang, Hongchao, Miao, Chunyan
• 其他作者: School of Computer Science and Engineering
• 格式: Conference or Workshop Item
• 語言: English
• 出版: 2022
• 主題: Engineering::Computer science and engineering; Machine Learning; Alzheimer's Disease
• 在線閱讀: https://hdl.handle.net/10356/159700

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...