Biotypes of major depressive disorder: Neuroimaging evidence from resting-state default mode network patterns

Biotypes of major depressive disorder: Neuroimaging evidence from resting-state default mode network patterns

Background: Major depressive disorder (MDD) is heterogeneous disorder associated with aberrant functional connectivity within the default mode network (DMN). This study focused on data-driven identification and validation of potential DMN-pattern-based MDD subtypes to parse heterogeneity of the diso...

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Main Authors: Sugai Liang, Wei Deng, Xiaojing Li, Andrew J. Greenshaw, Qiang Wang, Mingli Li, Xiaohong Ma, Tong-Jian Bai, Qi-Jing Bo, Jun Cao, Guan-Mao Chen, Wei Chen, Chang Cheng, Yu-Qi Cheng, Xi-Long Cui, Jia Duan, Yi-Ru Fang, Qi-Yong Gong, Wen-Bin Guo, Zheng-Hua Hou, Lan Hu, Li Kuang, Feng Li, Kai-Ming Li, Yan-Song Liu, Zhe-Ning Liu, Yi-Cheng Long, Qing-Hua Luo, Hua-Qing Meng, Dai-Hui Peng, Hai-Tang Qiu, Jiang Qiu, Yue-Di Shen, Yu-Shu Shi, Tian-Mei Si, Chuan-Yue Wang, Fei Wang, Kai Wang, Li Wang, Xiang Wang, Ying Wang, Xiao-Ping Wu, Xin-Ran Wu, Chun-Ming Xie, Guang-Rong Xie, Hai-Yan Xie, Peng Xie, Xiu-Feng Xu, Hong Yang, Jian Yang, Hua Yu, Jia-Shu Yao, Shu-Qiao Yao, Ying-Ying Yin, Yong-Gui Yuan, Yu-Feng Zang, Ai-Xia Zhang, Hong Zhang, Ke-Rang Zhang, Zhi-Jun Zhang, Jing-Ping Zhao, Ru-Bai Zhou, Yi-Ting Zhou, Chao-Jie Zou, Xi-Nian Zuo, Chao-Gan Yan, Tao Li
Format: Article
Language:English
Published: Elsevier 2020-01-01
Series:NeuroImage: Clinical
Subjects:
Biotypes
Default mode network
Major depressive disorder
Resting-state fMRI
Machine learning
Online Access:http://www.sciencedirect.com/science/article/pii/S221315822030351X

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http://www.sciencedirect.com/science/article/pii/S221315822030351X

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