Optimizing deep learning with improved Harris Hawks optimization for Alzheimer’s disease detection

• Published in: The Artificial intelligence review Vol. 58; no. 10; p. 301
• Main Authors: Zhang, Qian, Sheng, Jinhua, Zhang, Qiao, Yang, Ze, Xin, Yu, Wang, Binbing, Zhang, Rong
• Format: Journal Article
• Language: English
• Published: Dordrecht Springer Netherlands 07.07.2025; Springer Nature B.V
• Subjects: Accuracy; Algorithms; Alzheimer's disease; Artificial Intelligence; Brain research; CAD; Cell death; Classification; Computer aided design; Computer Science; Computer vision; Deep learning; Dementia; Diagnosis; Machine learning; Magnetic resonance imaging; Medical imaging; Neural networks; Optimization; Optimization algorithms; Optimization techniques; Searching; Deep learning; Hyperparameter optimization; Harris Hawks optimization; Alzheimer’s disease

As the global population ages, Alzheimer’s disease (AD) poses a significant worldwide challenge as a leading cause of dementia, with a slow early progression that eventually leads to nerve cell death and currently lacks effective treatment. However, early diagnosis can slow its progression through p...