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Machine learning identifies unaffected first-degree relatives with functional network patterns and cognitive impairment similar to those of schizophrenia patients 期刊论文
HUMAN BRAIN MAPPING, 2019, 卷号: 40, 期号: 13, 页码: 3930-3939
作者:  Jing, Rixing;  Li, Peng;  Ding, Zengbo;  Lin, Xiao;  Zhao, Rongjiang;  Shi, Le;  Yan, Hao;  Liao, Jinmin;  Zhuo, Chuanjun;  Lu, Lin;  Fan, Yong
收藏  |  浏览/下载：279/0  |  提交时间：2019/12/16
cognitive impairment  functional networks  machine learning  pattern classification  resting-state functional magnetic resonance imaging  unaffected first-degree relatives  
Attention-based 3D Convolutional Network for Biomarkers Exploration 会议论文
, Venice, Italy, April 8-11, 2019
作者:  Jin, Dan;  Xu, Jian;  Zhao, Kun;  Hu, Fangzhou;  Yang, Zhengyi;  Liu, Bing;  Jiang, Tianzi;  Liu, Yong
浏览  |  Adobe PDF(210Kb)  |  收藏  |  浏览/下载：288/91  |  提交时间：2020/06/10
Radiomics based on multicontrast MRI can precisely differentiate among glioma subtypes and predict tumour-proliferative behaviour 期刊论文
EUROPEAN RADIOLOGY, 2019, 卷号: 29, 期号: 4, 页码: 1986-1996
作者:  Su, Changliang;  Jiang, Jingjing;  Zhang, Shun;  Shi, Jingjing;  Xu, Kaibin;  Shen, Nanxi;  Zhang, Jiaxuan;  Li, Li;  Zhao, Lingyun;  Zhang, Ju;  Qin, Yuanyuan;  Liu, Yong;  Zhu, Wenzhen
收藏  |  浏览/下载：230/0  |  提交时间：2019/12/16
Radiomics  Glioma  Neoplasm grading  Cell proliferation  Magnetic resonance imaging  
Dysfunctional Architecture Underlies White Matter Hyperintensities with and without Cognitive Impairment 期刊论文
JOURNAL OF ALZHEIMERS DISEASE, 2019, 卷号: 71, 期号: 2, 页码: 461-476
作者:  Zhu, Wenhao;  Huang, Hao;  Yang, Shiqi;  Luo, Xiang;  Zhu, Wenzhen;  Xu, Shabei;  Meng, Qi;  Zuo, Chengchao;  Zhao, Kun;  Liu, Hesheng;  Liu, Yong;  Wang, Wei
收藏  |  浏览/下载：244/0  |  提交时间：2019/12/16
Functional connectivity  mild cognitive impairment  resting-state functional MRI  support vector machine  white matter hyperintensities