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Single subject prediction of brain disorders in neuroimaging: Promises and pitfalls 期刊论文
NEUROIMAGE, 2017, 卷号: 145, 页码: 137-165
作者:  Arbabshirani, Mohammad R.;  Plis, Sergey;  Sui, Jing;  Calhoun, Vince D.
Adobe PDF(2676Kb)  |  收藏  |  浏览/下载:439/106  |  提交时间:2017/02/14
Neuroimaging  Machine Learning  Classification  Brain Disorders  Prediction  
Predicting Individualized Clinical Measures by a Generalized Prediction Framework and Multimodal Fusion of MRI Data 期刊论文
NEUROIMAGE, 2017, 期号: 145, 页码: 218-229
作者:  Meng, Xing;  Jiang, Rongtao;  Lin, Dongdong;  Bustillo, Juan;  Jones, Thomas;  Chen, Jiayu;  Yu, Qingbao;  Du, Yuhui;  Zhang, Yu;  Jiang, Tianzi;  Sui, Jing;  Calhoun, Vince D.
浏览  |  Adobe PDF(1031Kb)  |  收藏  |  浏览/下载:260/89  |  提交时间:2020/06/15
Individualized prediction  Multimodal  MATRICS Consensus Cognitive Battery (MCCB)  Schizophrenia  MRI  Neuromarker  
Longitudinal changes in sulcal morphology associated with late-life aging and MCI 期刊论文
NEUROIMAGE, 2013, 卷号: 74, 页码: 337-342
作者:  Liu, Tao;  Sachdev, Perminder S.;  Lipnicki, Darren M.;  Jiang, Jiyang;  Cui, Yue;  Kochan, Nicole A.;  Reppermund, Simone;  Trollor, Julian N.;  Brodaty, Henry;  Wen, Wei
收藏  |  浏览/下载:156/0  |  提交时间:2015/08/12
Cortical Sulci  Magnetic Resonance Imaging  Mild Cognitive Impairment  Aging  Sulcal Width  
Robust unsupervised segmentation of infarct lesion from diffusion tensor MR images using multiscale statistical classification and partial volume voxel reclassification 期刊论文
NEUROIMAGE, 2004, 卷号: 23, 期号: 4, 页码: 1507-1518
作者:  Li, W;  Tian, J;  Li, EZ;  Dai, JP;  Tian, Jie
浏览  |  Adobe PDF(896Kb)  |  收藏  |  浏览/下载:251/83  |  提交时间:2015/11/08
Segmentation  Dt-mri  Infarction  Diffusion Anisotropy  Statistical Classification