Dynamic weighted hypergraph convolutional network for brain functional connectome analysis.

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作者： Junqi,Wang ^[1] ; Hailong,Li ^[2] ; Gang,Qu ^[3] ; Kim M,Cecil ^[4] ; Jonathan R,Dillman ^[5] ; Nehal A,Parikh ^[6] ; Lili,He ^[7]

作者单位： Imaging Research Center, Department of Radiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA. ^[1] Imaging Research Center, Department of Radiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA; Neurodevelopmental Disorders Prevention Center, Perinatal Institute, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA; Artificial Intelligence Imaging Research Center, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA; Department of Radiology, University of Cincinnati College of Medicine, Cincinnati, OH, USA. ^[2] Department of Biomedical Engineering, Tulane University, New Orleans, LA, USA. ^[3] Imaging Research Center, Department of Radiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA; Department of Radiology, University of Cincinnati College of Medicine, Cincinnati, OH, USA. ^[4] Imaging Research Center, Department of Radiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA; Artificial Intelligence Imaging Research Center, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA; Department of Radiology, University of Cincinnati College of Medicine, Cincinnati, OH, USA. ^[5] Neurodevelopmental Disorders Prevention Center, Perinatal Institute, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA; Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, USA. ^[6] Imaging Research Center, Department of Radiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA; Neurodevelopmental Disorders Prevention Center, Perinatal Institute, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA; Artificial Intelligence Imaging Research Center, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA; Department of Radiology, University of Cincinnati College of Medicine, Cincinnati, OH, USA. Electronic address: Lili.He@cchmc.org. ^[7]

关键词 Dynamic hypergraph neural network Functional connectome Manifold regularization Weighted hypergraph

主题词人类(Humans);脑(Brain);磁共振成像(Magnetic Resonance Imaging)

DOI 10.1016/j.media.2023.102828

PMID 37130507

发布时间 2024-07-02

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