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ICA-based Individualized Differential Structure Similarity Networks for Predicting Symptom Scores in Adolescents with Major Depressive Disorder 会议论文
, ICC Sydney, Australia, July 24-27, 2023
作者:  Li Xiang;  Xu Ming;  Jiang Rongtao;  Li Xuemei;  Calhoun Vince;  Zhou Xinyu;  Sui Jing
Adobe PDF(835Kb)  |  收藏  |  浏览/下载:175/62  |  提交时间:2023/05/16
基于脑网络组图谱的精神分裂症亚型研究 学位论文
, 2022
作者:  时维阳
Adobe PDF(46558Kb)  |  收藏  |  浏览/下载:227/9  |  提交时间:2022/12/22
精神分裂症  异质性  亚型  影像-临床关联分析  影像-转录组关联分析  
Linked psychopathology-specific factors and individual structural brain abnormalities in schizophrenia 会议论文
, San Diego, California, United States, 2022-4
作者:  Lin Chai;  Yaping Wang;  Weiyang Shi;  Yu Zhang;  Bing Liu;  Tianzi Jiang;  Lingzhong Fan
Adobe PDF(595Kb)  |  收藏  |  浏览/下载:260/57  |  提交时间:2022/06/20
精神分裂症小脑结构与功能异常的多模态 MRI 解析 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
作者:  柴霖
Adobe PDF(13666Kb)  |  收藏  |  浏览/下载:220/11  |  提交时间:2022/06/17
小脑,精神分裂症,磁共振成像,标准化模型,损伤网络映射,形态学 测量,功能连接  
A time-frequency channel attention and vectorization network for automatic depression level prediction 期刊论文
Neurocomputing, 2021, 期号: 450, 页码: 208-218
作者:  Mingyue Niu;  Bin Liu;  Jianhua Tao;  Qifei Li
Adobe PDF(2001Kb)  |  收藏  |  浏览/下载:182/51  |  提交时间:2021/06/01
Sphere embedding normalization  DenseNet  Transition layer  Time-frequency channel attention block  Time-frequency vectorization block  Depression detection  
Multimodal Spatiotemporal Representation for Automatic Depression Level Detection 期刊论文
IEEE Transactions on Affective Computing, 2020, 期号: 0, 页码: 0
作者:  Mingyue Niu;  Jianhua Tao;  Bin Liu;  Jian Huang;  Zheng Lian
Adobe PDF(2831Kb)  |  收藏  |  浏览/下载:188/51  |  提交时间:2021/06/01
Multimodal depression detection  Spatio-Temporal Attention  Audio/Video Segment-Level Feature  Eigen Evolution Pooling  Audio/Video Level Feature  Multimodal Attention Feature Fusion  
Psychological State Among the General Chinese Population Before and During the COVID-19 Epidemic: A Network Analysis 期刊论文
FRONTIERS IN PSYCHIATRY, 2021, 卷号: 12, 页码: 9
作者:  Ge, Fenfen;  Zheng, Anni;  Wan, Mengtong;  Luo, Guan;  Zhang, Jun
收藏  |  浏览/下载:144/0  |  提交时间:2021/04/27
COVID-19  psychological state  network analysis  longitudinal study  general population  
Computational Bioinformatics and Machine Learning Models to Identify the Diseasome and Neurological Disease Comorbidities 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2020
作者:  Md Habibur Rahman
Adobe PDF(12630Kb)  |  收藏  |  浏览/下载:261/2  |  提交时间:2020/07/15
疾病共病鉴定  生存分析  生物信息学  机器学习  2 型糖尿病  神经系统疾病  胶质母细胞瘤  通路  基因本体  蛋白质  
Shared and distinct resting functional connectivity in children and adults with attention-deficit/hyperactivity disorder 期刊论文
TRANSLATIONAL PSYCHIATRY, 2020, 卷号: 10, 期号: 1, 页码: 12
作者:  Guo, Xiaojie;  Yao, Dongren;  Cao, Qingjiu;  Liu, Lu;  Zhao, Qihua;  Li, Hui;  Huang, Fang;  Wang, Yanfei;  Qian, Qiujin;  Wang, Yufeng;  Calhoun, Vince D.;  Johnstone, Stuart J.;  Sui, Jing;  Sun, Li
Adobe PDF(3974Kb)  |  收藏  |  浏览/下载:371/69  |  提交时间:2020/04/07
ADHD  Functional Connectivity  Feature Selection  
Brain function, structure and genomic data are linked but show different sensitivity to duration of illness and disease stage in schizophrenia 期刊论文
NEUROIMAGE-CLINICAL, 2019, 卷号: 23, 期号: 2019, 页码: 9
作者:  Luo, Na;  Tian, Lin;  Calhoun, Vince D.;  Chen, Jiayu;  Lin, Dongdong;  Vergara, Victor M.;  Rao, Shuquan;  Yang, Jian;  Zhuo, Chuanjun;  Xu, Yong;  Turner, Jessica A.;  Zhang, Fuquan;  Sui, Jing
浏览  |  Adobe PDF(2305Kb)  |  收藏  |  浏览/下载:483/127  |  提交时间:2019/12/16
Multimodal fusion  SNP-FC-GM  Schizophrenia stages  Sensitivity  Duration of illness  ICA