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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:214/0  |  提交时间:2019/12/16
Alzheimer's Disease  Amnestic Mild Cognitive Impairment  Hippocampal Subregions  Radiomic Features  Support Vector Machine  
Unsupervised speech recognition through spike-timing-dependent plasticity in a convolutional spiking neural network 期刊论文
PLOS ONE, 2018, 卷号: 13, 期号: 11, 页码: 19
作者:  Dong, Meng;  Huang, Xuhui;  Xu, Bo
收藏  |  浏览/下载:312/0  |  提交时间:2019/07/12
  
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:326/61  |  提交时间:2019/01/08
classification  machine learning  magnetic resonance imaging  major depressive disorder  review  
Complexity in mood disorder diagnosis: fMRI connectivity networks predicted medication-class of response in complex patients 期刊论文
ACTA PSYCHIATRICA SCANDINAVICA, 2018, 卷号: 138, 期号: 5, 页码: 472-482
作者:  Osuch, E.;  Gao, S.;  Wammes, M.;  Theberge, J.;  Willimason, P.;  Neufeld, R. J.;  Du, Y.;  Sui, J.;  Calhoun, V.
浏览  |  Adobe PDF(1446Kb)  |  收藏  |  浏览/下载:488/56  |  提交时间:2019/01/08
mood disorders  bipolar disorder  functional neuroimaging  machine learning  differential diagnosis  
Hot Anchors: A Heuristic Anchors Sampling Method in RCNN-Based Object Detection 期刊论文
SENSORS, 2018, 卷号: 18, 期号: 10, 页码: 19
作者:  Zhang Jinpeng;  Zhang Jinming;  Yu, Shan
浏览  |  Adobe PDF(2702Kb)  |  收藏  |  浏览/下载:255/33  |  提交时间:2019/01/08
image object detection  RCNN  Faster RCNN  Light Head RCNN  
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:306/50  |  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