DMA-HPCNet: Dual Multi-Level Attention Hybrid Pyramid Convolution Neural Network for Alzheimer’s Disease Classification

• Main Authors: Shiguan Mu (Author), Shixiao Shan (Author), Lanlan Li (Author), Shuiqing Jing (Author), Ruohan Li (Author), Chunhou Zheng (Author), Xinchun Cui (Author)
• Format: Book
• Published: IEEE, 2024-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Computer-aided diagnosis (CAD) plays a crucial role in the clinical application of Alzheimer’s disease (AD). In particular, convolutional neural network (CNN)-based methods are highly sensitive to subtle changes caused by brain atrophy in medical images (e.g., magnetic resonance imaging,...