Leveraging Brain Modularity Prior for Interpretable Representation Learning of fMRI - Wang, Qianqian; Wang, Wei; Fang, Yuqi; Yap, Pew-Thian; Zhu, Hongtu; Li, Hong-Jun; Qiao, Lishan; Liu, Mingxia (IEEE transactions on biomedical engineering, 2024)
Keywords: Adult; Algorithms; Autism; Biomarker; Biomarkers; Biomedical engineering; Brain; Brain - diagnostic imaging; Brain - physiology; brain disorder; Brain mapping; Brain Mapping - methods; Brain modeling; brain modularity; Cognition; Constraints; Deep learning; Female; Functional magnetic resonance imaging; functional MRI; Graph neural networks; Graphical representations; Humans; Image Processing, Computer-Assisted - methods; Machine Learning; Magnetic resonance imaging; Magnetic Resonance Imaging - methods; Male; Modular structures; Modularity; Modules; Network topologies; Network topology; Neural networks; Neural Networks, Computer; Neuroimaging; Representation learning; Topology