杜宇慧个人网页---智能医学图像分析
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Publications >> 2021 year
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Yuhui Du*, Zening Fu, Ying Xing, Dongdong Lin, Godfrey Pearlson, Peter Kochunov, L. Elliot Hong, Shile Qi, Mustafa Salman, Anees Abrol, Vince D. Calhoun. Evidence of shared and distinct functional and structural brain signatures in schizophrenia and autism spectrum disorder. Communications Biology, 2021, 4(1): 1-16. (SCI division of Chinese Academy of Sciences: 2，impact factor：6.268)
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Yuhui Du*, Hui Hao, Ying Xing, Ju Niu, Vince D Calhoun. A Transdiagnostic Biotype Detection Method for Schizophrenia and Autism Spectrum Disorder Based on Graph Kernel. In 2021 IEEE 43rd Engineering in Medicine and Biology Society (EMBC), 2021.
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Yuhui Du*, Xingyu He, and Vince D Calhoun. SMART (splitting-merging assisted reliable) Independent Component Analysis for Brain Functional Networks. In 2021 IEEE 43rd Engineering in Medicine and Biology Society (EMBC), 2021
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Yuhui Du*, Xingyu He, and Vince D Calhoun. A New Semi-Supervised Non-Negative Matrix Factorization Method For Brain Dynamic Functional Connectivity Analysis. In 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), pp. 1591-1594, 2021.
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Yuhui Du*, Ju Niu, and Vince D Calhoun. A New Hypergraph Clustering Method For Exploring Transdiagnostic Biotypes In Mental Illnesses: Application To Schizophrenia And Psychotic Bipolar Disorder. In 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), pp. 971-974, 2021.
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Anees Abrol*, Zening Fu, Mustafa Salman, Rogers Silva, Yuhui Du, Sergey Plis and Vince Calhoun. Deep learning encodes robust discriminative neuroimaging representations to outperform standard machine learning. Nature communications, 12(1), pp. 1-17, 2021.
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Mohammad S E Sendi, Elaheh Zendehrouh, Robyn L Miller, Zening Fu, Yuhui Du, Jingyu Liu, Elizabeth C Mormino, David H Salat and Vince D Calhoun. Alzheimer's Disease Projection From Normal to Mild Dementia Reflected in Functional Network Connectivity: A Longitudinal Study. Front Neural Circuits, 14(87), 2021.
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Mohammad Sadegh Eslampanah Sendi, Elaheh Zendehrouh, Zening Fu, Jingyu Liu, Yuhui Du, Elizabeth Mormino, David Salat, Vince Calhoun*, and Robyn L Miller. Disrupted dynamic functional network connectivity among cognitive control networks in the progression of Alzheimer’s disease. Brain connectivity, 2021.
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Reihaneh Hassanzadeh, Rogers F. Silva, Anees Abrol, Mustafa Salman, Anna Bonkhoff, Yuhui Du, Zening Fu, Thomas DeRamus, Eswar Damaraju, Bradley Baker, and Vince D. Calhoun. Individualized Spatial Network Predictions Using Siamese Convolutional Neural Networks: A Resting-State fMRI Study of over 11,000 Unaffected Individuals. bioRxiv, 2021.
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Zening Fu, Jing Sui, Jessica A. Turner, Yuhui Du, Michal Assaf, Godfrey D. Pearlson, Vince D. Calhoun. Dynamic functional network reconfiguration underlying the pathophysiology of schizophrenia and autism spectrum disorder. Human brain mapping, 2021, 42(1): 80-94.