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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
Authors:  Jing, Rixing;  Li, Peng;  Ding, Zengbo;  Lin, Xiao;  Zhao, Rongjiang;  Shi, Le;  Yan, Hao;  Liao, Jinmin;  Zhuo, Chuanjun;  Lu, Lin;  Fan, Yong
Favorite  |  View/Download:4/0  |  Submit date:2019/12/16
cognitive impairment  functional networks  machine learning  pattern classification  resting-state functional magnetic resonance imaging  unaffected first-degree relatives  
Discriminating schizophrenia using recurrent neural network applied on time courses of multi-site FMRI data 期刊论文
EBIOMEDICINE, 2019, 卷号: 47, 页码: 543-552
Authors:  Yan, Weizheng;  Calhoun, Vince;  Song, Ming;  Cui, Yue;  Yan, Hao;  Liu, Shengfeng;  Fan, Lingzhong;  Zuo, Nianming;  Yang, Zhengyi;  Xu, Kaibin;  Yan, Jun;  Lv, Luxian;  Chen, Jun;  Chen, Yunchun;  Guo, Hua;  Li, Peng;  Lu, Lin;  Wan, Ping;  Wang, Huaning;  Wang, Huiling;  Yang, Yongfeng;  Zhang, Hongxing;  Zhang, Dai;  Jiang, Tianzi;  Sui, Jing
Favorite  |  View/Download:6/0  |  Submit date:2019/12/16
Recurrent neural network (RNN)  Schizophrenia  Multi-site classification  fMRI  Striatum  Cerebellum  Deep learning  
Selection Between Liver Resection Versus Transarterial Chemoembolization in Hepatocellular Carcinoma: A Multicenter Study 期刊论文
CLINICAL AND TRANSLATIONAL GASTROENTEROLOGY, 2019, 卷号: 10, 页码: 12
Authors:  Fu, Sirui;  Wei, Jingwei;  Zhang, Jie;  Dong, Di;  Song, Jiangdian;  Li, Yong;  Duan, Chongyang;  Zhang, Shuaitong;  Li, Xiaoqun;  Gu, Dongsheng;  Chen, Xudong;  Hao, Xiaohan;  He, Xiaofeng;  Yan, Jianfeng;  Liu, Zhenyu;  Tian, Jie;  Lu, Ligong
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Hyperconnectivity in perisylvian language pathways in schizophrenia with auditory verbal hallucinations: A multi-site diffusion MRI study 期刊论文
SCHIZOPHRENIA RESEARCH, 2019, 卷号: 210, 页码: 262-269
Authors:  Xie, Sangma;  Liu, Bing;  Wang, Jiaojian;  Zhou, Yuan;  Cui, Yue;  Song, Ming;  Chen, Yunchun;  Li, Peng;  Lui, Lin;  Lv, Luxian;  Wang, Huaning;  Yan, Hao;  Yan, Jun;  Zhang, Hongxing;  Zhang, Dai;  Jiang, Tianzi
Favorite  |  View/Download:5/0  |  Submit date:2019/12/16
Schizophrenia  Auditory verbal hallucination  Perisylvian language pathways  Diffusion tensor imaging  Hyperconnectivity  Multi-site  
Prognostic Value of Deep Learning PET/CT-Based Radiomics: Potential Role for Future Individual Induction Chemotherapy in Advanced Nasopharyngeal Carcinoma 期刊论文
CLINICAL CANCER RESEARCH, 2019, 卷号: 25, 期号: 14, 页码: 4271-4279
Authors:  Peng, Hao;  Dong, Di;  Fang, Meng-Jie;  Li, Lu;  Tang, Ling-Long;  Chen, Lei;  Li, Wen-Fei;  Mao, Yan-Ping;  Fan, Wei;  Liu, Li-Zhi;  Tian, Li;  Lin, Ai-Hua;  Sun, Ying;  Tian, Jie;  Ma, Jun
Favorite  |  View/Download:5/0  |  Submit date:2019/12/16
Polygenic effects of schizophrenia on hippocampal grey matter volume and hippocampus–medial prefrontal cortex functional connectivity 期刊论文
The British Journal of Psychiatry, 2019, 期号: 2019, 页码: 1-8
Authors:  Liu Shu;  Li Ang;  Liu Yong;  Yan Hao;  Wang Meng;  Sun Yuqing;  Fan Lingzhong;  Song Ming;  Xu Kaibin;  Chen Jun;  Chen Yunchun;  Wang Huaning;  Guo Hua;  Wan Ping;  Lv Luxian;  Yang Yongfeng;  Li Peng;  Lu Lin;  Yan Jun;  Wang Huiling;  Zhang Hongxing;  Wu Huawang;  Ning Yuping;  Zhang Dai;  Jiang Tianzi;  Liu Bing
View  |  Adobe PDF(1844Kb)  |  Favorite  |  View/Download:40/13  |  Submit date:2019/06/18
Schizophrenia  Polygenic Risk Score  Hippocampus  Rey Matter Volume  Functional Connectivity  
Enhanced biologically inspired model for image recognition based on a novel patch selection method with moment 期刊论文
INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING, 2019, 卷号: 17, 期号: 2, 页码: 16
Authors:  Lu, Yanfeng;  Jia, Lihao;  Qiao, Hong;  Li, Yi;  Qi, Zongshuai
Favorite  |  View/Download:24/0  |  Submit date:2019/04/23
Image recognition  classification  BIM  oriented Gaussian-Hermite moment  Gabor features  patch selection  
Linked 4-Way Multimodal Brain Differences in Schizophrenia in a Large Chinese Han Population 期刊论文
SCHIZOPHRENIA BULLETIN, 2019, 卷号: 45, 期号: 2, 页码: 436-449
Authors:  Liu, Shengfeng;  Wang, Haiying;  Song, Ming;  Lv, Luxian;  Cui, Yue;  Liu, Yong;  Fan, Lingzhong;  Zuo, Nianming;  Xu, Kaibin;  Du, Yuhui;  Yu, Qingbao;  Luo, Na;  Qi, Shile;  Yang, Jian;  Xie, Sangma;  Li, Jian;  Chen, Jun;  Chen, Yunchun;  Wang, Huaning;  Guo, Hua;  Wan, Ping;  Yang, Yongfeng;  Li, Peng;  Lu, Lin;  Yan, Hao;  Yan, Jun;  Wang, Huiling;  Zhang, Hongxing;  Zhang, Dai;  Calhoun, Vince D.;  Jiang, Tianzi;  Sui, Jing
View  |  Adobe PDF(1469Kb)  |  Favorite  |  View/Download:29/0  |  Submit date:2019/07/12
multimodal fusion  resting-state fMRI  schizophrenia  auditory hallucination  functional network connectivity (FNC)  structural MRI  diffusion MRI  MCCA plus jICA  
Neoadjuvant nano-photothermal therapy used before operation effectively assists in surgery for breast cancer 期刊论文
NANOSCALE, 2019, 卷号: 11, 期号: 2, 页码: 706-716
Authors:  Yan, Hao;  Shang, Wenting;  Sun, Xiaodan;  Zhao, Lingyun;  Wang, Xiumei;  Zhang, Shuixing;  Xu, Nan;  Xu, Wanhai;  Tian, Jie;  Kang, Feiyu
Favorite  |  View/Download:17/0  |  Submit date:2019/07/12
Cortical thinning and flattening in schizophrenia and their unaffected parents 期刊论文
NEUROPSYCHIATRIC DISEASE AND TREATMENT, 2019, 卷号: 15, 页码: 935-946
Authors:  Yan, Jing;  Cui, Yue;  Li, Qianqian;  Tian, Lin;  Liu, Bing;  Jiang, Tianzi;  Zhang, Dai;  Yan, Hao
Favorite  |  View/Download:17/0  |  Submit date:2019/07/12
schizophrenia  first-degree relatives  cortical thickness  sulcus depth  insula  speed of processing