Multi-Modal Imaging Genetics Data Fusion via a Hypergraph-Based Manifold Regularization: Application to Schizophrenia Study - Zhang, Yipu; Zhang, Haowei; Xiao, Li; Bai, Yuntong; Calhoun, Vince D.; Wang, Yu-Ping (IEEE transactions on medical imaging, 2022)
Keywords: Algorithms; Brain; Brain - diagnostic imaging; Data integration; Data models; Environmental factors; Feature extraction; Genetics; Graph theory; Humans; Hypergraph; Imaging; information fusion Imaging genetics; Magnetic Resonance Imaging - methods; Manifolds; Medical imaging; Mental disorders; Modal data; multi-modal data; Multimodal Imaging - methods; Multitasking; Neuroimaging; Regularization; Risk factors; Schizophrenia; Schizophrenia - diagnostic imaging; Schizophrenia - genetics; schizophrenia classification