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Radiomic Features of Hippocampal Subregions in Alzheimer's Disease and Amnestic Mild Cognitive Impairment 期刊论文
FRONTIERS IN AGING NEUROSCIENCE, 2018, 卷号: 10
作者:  Feng, Feng;  Wang, Pan;  Zhao, Kun;  Zhou, Bo;  Yao, Hongxiang;  Meng, Qingqing;  Wang, Lei;  Zhang, Zengqiang;  Ding, Yanhui;  Wang, Luning;  An, Ningyu;  Zhang, Xi;  Liu, Yong
收藏  |  浏览/下载：241/0  |  提交时间：2019/12/16
Alzheimer's Disease  Amnestic Mild Cognitive Impairment  Hippocampal Subregions  Radiomic Features  Support Vector Machine  
Self-Paced AutoEncoder 期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2018, 卷号: 25, 期号: 7, 页码: 1054-1058
作者:  Yu, Tingzhao;  Guo, Chaoxu;  Wang, Lingfeng;  Xiang, Shiming;  Pan, Chunhong
浏览  |  Adobe PDF(14078Kb)  |  收藏  |  浏览/下载：409/113  |  提交时间：2019/05/06
Autoencoder (AE)  self-paced learning (SPL)  temporal encoding (TE)  video analysis  
Machine learning in major depression: From classification to treatment outcome prediction 期刊论文
CNS NEUROSCIENCE & THERAPEUTICS, 2018, 卷号: 24, 期号: 11, 页码: 1037-1052
作者:  Gao, Shuang;  Calhoun, Vince D.;  Sui, Jing
浏览  |  Adobe PDF(1954Kb)  |  收藏  |  浏览/下载：357/67  |  提交时间：2019/01/08
classification  machine learning  magnetic resonance imaging  major depressive disorder  review  
Automatic Mitochondria Segmentation for EM Data Using a 3D Supervised Convolutional Network 期刊论文
FRONTIERS IN NEUROANATOMY, 2018, 期号: 12, 页码: 92
作者:  Xiao, Chi;  Chen, Xi;  Li, Weifu;  Li, Linlin;  Wang, Lu;  Xie, Qiwei;  Han, Hua
浏览  |  Adobe PDF(3873Kb)  |  收藏  |  浏览/下载：477/87  |  提交时间：2019/01/08
electron microscope  deep learning  volumetric mitochondria segmentation  mitochondria morphology  neuroinformatics  
Prognostication of chronic disorders of consciousness using brain functional networks and clinical characteristics 期刊论文
eLife, 2018, 卷号: 2018, 期号: 7, 页码: e36173
作者:  Song Ming;  Yi Yang;  Jianghong He;  Zhengyi Yang;  Shan Yu;  Qiuyou Xie;  Xiaoyu Xia;  Yuanyuan Dang;  Qiang Zhang;  Xinhuai Wu;  Yue Cui;  Bing Hou;  Ronghao Yu;  Ruxiang Xu;  Tianzi Jiang
浏览  |  Adobe PDF(7400Kb)  |  收藏  |  浏览/下载：508/89  |  提交时间：2018/10/11
Disorders Of Consciousness  Prognosis  Resting State Fmri  Functional Connectivity  Brain Network  
An ensemble learning system for a 4-way classification of Alzheimer's disease and mild cognitive impairment 期刊论文
JOURNAL OF NEUROSCIENCE METHODS, 2018, 卷号: 302, 期号: 1, 页码: 75-81
作者:  Yao, Dongren;  Calhoun, Vince D.;  Fu, Zening;  Du, Yuhui;  Sui, Jing
Adobe PDF(1034Kb)  |  收藏  |  浏览/下载：345/61  |  提交时间：2018/10/10
Multi-class Classification  Feature Selection  Alzheimer's Disease(Ad)  Mild Cognitive Impairment (Mci)  Structural Mri  Hierarchical Classification  Relative Importance  
Polygenic risk for Alzheimer's disease influences precuneal volume in two independent general populations 期刊论文
NEUROBIOLOGY OF AGING, 2018, 卷号: 64, 页码: 116-122
作者:  Li, Jin;  Zhang, Xiaolong;  Li, Ang;  Liu, Shu;  Qin, Wen;  Yu, Chunshui;  Liu, Yong;  Liu, Bing;  Jiang, Tianzi
收藏  |  浏览/下载：190/0  |  提交时间：2018/10/10
Alzheimer's Disease  Neuroimaging  Polygenic Risk Score  Precuneus  
SMRI Biomarkers Predict Electroconvulsive Treatment Outcomes: Accuracy with Independent Data Sets 期刊论文
NEUROPSYCHOPHARMACOLOGY, 2018, 卷号: 43, 期号: 5, 页码: 1078-1087
作者:  Jiang, Rongtao;  Abbott, Christopher C.;  Jiang, Tianzi;  Du, Yuhui;  Espinoza, Randall;  Narr, Katherine L.;  Wade, Benjamin;  Yu, Qingbao;  Song, Ming;  Lin, Dongdong;  Chen, Jiayu;  Jones, Thomas;  Argyelan, Miklos;  Petrides, Georgios;  Sui, Jing;  Calhoun, Vince D.
浏览  |  Adobe PDF(3135Kb)  |  收藏  |  浏览/下载：394/71  |  提交时间：2018/01/08
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Influence of inter-stimulus interval of spinal cord stimulation in patients with disorders of consciousness: A preliminary functional near-infrared spectroscopy study 期刊论文
NEUROIMAGE-CLINICAL, 2018, 卷号: 17, 期号: 2018, 页码: 1-9
作者:  Zhang, Yujin;  Yang, Yi;  Si, Juanning;  Xia, Xiaoyu;  He, Jianghong;  Jiang, Tianzi
浏览  |  Adobe PDF(1156Kb)  |  收藏  |  浏览/下载：501/110  |  提交时间：2017/10/12
Disorders Of Consciousness  Spinal Cord Stimulation  Functional Near-infrared Spectroscopy  Inter-stimulus Interval  Prefrontal Cortex  
Combining Disrupted and Discriminative Topological Properties of Functional Connectivity Networks as Neuroimaging Biomarkers for Accurate Diagnosis of Early Tourette Syndrome Children 期刊论文
MOLECULAR NEUROBIOLOGY, 2018, 卷号: 55, 期号: 4, 页码: 3251-3269
作者:  Wen, Hongwei;  Liu, Yue;  Rekik, Islem;  Wang, Shengpei;  Chen, Zhiqiang;  Zhang, Jishui;  Zhang, Yue;  Peng, Yun;  He, Huiguang;  He HG(何晖光)
浏览  |  Adobe PDF(6672Kb)  |  收藏  |  浏览/下载：651/200  |  提交时间：2017/06/06
Tourette Syndrome  Children  Functional Connectivity  Graph Theory  Topological Organization  Similarity Network Fusion