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

• 主要な著者: Shiguan Mu (著者), Shixiao Shan (著者), Lanlan Li (著者), Shuiqing Jing (著者), Ruohan Li (著者), Chunhou Zheng (著者), Xinchun Cui (著者)
• フォーマット: 図書
• 出版事項: IEEE, 2024-01-01T00:00:00Z.
• 主題: article
• オンライン･アクセス: 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,...