Early Detection of Alzheimer’s Disease Using Magnetic Resonance Imaging: A Novel Approach Combining Convolutional Neural Networks and Ensemble Learning - Pan, Dan; Zeng, An; Jia, Longfei; Huang, Yin; Frizzell, Tory; Song, Xiaowei (Frontiers in neuroscience, 2020)
Keywords: Alzheimer's disease; Brain; Brain slice preparation; Classification; Cognitive ability; convolutional neural networks; Datasets; Deep learning; ensemble learning; Limbic system; Machine learning; Magnetic resonance imaging; mild cognitive impairment; MRI biomarkers; Neural networks; Neurodegenerative diseases; Neuroimaging; Neuroscience; Support vector machines; Temporal lobe; ensemble learning; magnetic resonance imaging; Alzheimer’s disease; mild cognitive impairment; convolutional neural networks; MCI-to-AD conversion; MRI biomarkers; Alzheimer’s Disease Neuroimaging Initiative