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

• المؤلفون الرئيسيون: Jiang, Hongchao, Miao, Chunyan
• مؤلفون آخرون: School of Computer Science and Engineering
• التنسيق: Conference or Workshop Item
• اللغة: English
• منشور في: 2022
• الموضوعات: Engineering::Computer science and engineering; Machine Learning; Alzheimer's Disease
• الوصول للمادة أونلاين: 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...