杜宇慧个人网页---智能医学图像分析
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Publications >> 2020 year
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Yuhui Du*, Zening Fu, Jing Sui, Shuang Gao, Ying Xing, Dongdong Lin, Mustafa Salman, Anees Abrol, Md Abdur Rahaman, Jiayu Chen, L. Elliot Hong, Peter Kochunov, Elizabeth A. Osuch, Vince D. Calhoun. NeuroMark: An automated and adaptive ICA based pipeline to identify reproducible fMRI markers of brain disorders. NeuroImage: Clinical, 2020, 28: 102375. (TOP journals, SCI division of Chinese Academy of Sciences: 2, impact factor: 4.881)
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Yuhui Du*, Bang Li, Yuliang Hou, Vince D Calhoun. A deep learning fusion model for brain disorder classification: Application to distinguishing schizophrenia and autism spectrum disorder. ACM-BCB, 2020.
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Yuhui Du*, Hui Hao, Shuhua Wang, Godfrey D Pearlson, Vince D. Calhoun. Commonality and specificity across psychosis sub-groups using brain dynamic functional connectivity. 2020 Annual Meeting of Organization for Human Brain Mapping (OHBM 2020), 2020.
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Yuhui Du*, Hui Hao, Shuhua Wang, Godfrey D Pearlson, Vince D. Calhoun. Identifying commonality and specificity across psychosis sub-groups via classification based on features from dynamic connectivity analysis. NeuroImage: Clinical, 2020, 27: 102284. (TOP journals, SCI division of Chinese Academy of Sciences: 2, impact factor: 4.881)
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Yuhui Du*, Jing Sui, Dongdong Lin. Identifying neuroimaging-based markers for distinguishing brain disorders. Frontiers in Neuroscience, 2020, 14: 327. (SCI division of Chinese Academy of Sciences: 2, impact factor: 4.677, editor of the special issue)
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Yuhui Du*, Xingyu He, Xiaowen Deng, Yuliang Hou, Peter Kochunov, Godfrey Pearlson, Vince D. Calhoun. Divergence between schizophrenia and autism spectrum disorder on brain function and structure. 2020 Annual Meeting of Organization for Human Brain Mapping (OHBM 2020), 2020.
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Yuhui Du*, Bang Li, Yuliang Hou, Vince D. Calhoun. Brain disorder diagnosis by fusing multi-modal brain measures using deep learning. 2020 Annual Meeting of Organization for Human Brain Mapping (OHBM 2020), 2020.
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Ying Xing, Yuhui Du*. Brain functional connectivity feature selection based on neighborhood rough set. 2020 Annual Meeting of Organization for Human Brain Mapping (OHBM 2020), 2020.
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Zening Fu, Yuhui Du, Jing Sui, Vince Calhoun*. Dynamic functional network variability underlying disease traits in schizophrenia and autism. Biological Psychiatry, 2020, 87(9): S118–S119.
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Anees Abrol*, Manish Bhattarai, Alex Fedorov, Yuhui Du, Sergey Plis, Vince Calhoun. Deep residual learning for neuroimaging: An application to predict progression to alzheimer’s disease. Journal of Neuroscience Methods, 2020: 108701.