Enhancing the feature representation of multi-modal MRI data by combining multi-view information for MCI classification

• Published in: Neurocomputing (Amsterdam) Vol. 400; pp. 322 - 332
• Main Authors: Liu, Jin, Pan, Yi, Wu, Fang-Xiang, Wang, Jianxin
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 04.08.2020
• Subjects: MCI classification; Multi-kernel learning; Multi-modal MRI data; Multi-task feature selection; Multi-view information; Multi-view information; Multi-task feature selection; Multi-modal MRI data; Multi-kernel learning; MCI classification

The classification of mild cognitive impairment (MCI), which is a early stage of Alzheimer’s disease and is associated with brain structural and functional changes, is still a challenging task. Recent studies have shown great promise for improving the performance of MCI classification by combining m...