杜宇慧个人网页---智能医学图像分析
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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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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*, 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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Anees Abrol*, Zening Fu, Mustafa Salman, Rogers Silva, Yuhui Du, Sergey Plis, Vince Calhoun. Hype versus hope: Deep learning encodes more predictive and robust brain imaging representations than standard machine learning. bioRxiv, 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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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: 102284.
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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.
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Na Luo, Jing Sui*, Anees Abrol, Dongdong Lin, Jiayu Chen, Victor M Vergara, Zening Fu, Yuhui Du, Eswar Damaraju, Yong Xu, Jessica A Turner, Vince D Calhoun*. Age‐related structural and functional variations in 5,967 individuals across the adult lifespan. Human Brain Mapping, 2020, 41(7): 1725-1737.
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Ang Li, Andrew Zalesky, Weihua Yue, Oliver Howes, Hao Yan, Yong Liu, Lingzhong Fan, Kirstie J Whitaker, Kaibin Xu, Guangxiang Rao, Jin Li, Shu Liu, Meng Wang, Yuqing Sun, Ming Song, Peng Li, Jun Chen, Yunchun Chen, Huaning Wang, Wenming Liu, Zhigang Li, Yongfeng Yang, Hua Guo, Ping Wan, Luxian Lv, Lin Lu, Jun Yan, Yuqing Song, Huiling Wang, Hongxing Zhang, Huawang Wu, Yuping Ning, Yuhui Du, Yuqi Cheng, Jian Xu, Xiufeng Xu, Dai Zhang, Xiaoqun Wang, Tianzi Jiang*,Bing Liu*. A neuroimaging biomarker for striatal dysfunction in schizophrenia. Nature Medicine, 2020, 26(4): 558-565.