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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.
Adobe PDF(1031Kb)  |  收藏  |  浏览/下载：305/108  |  提交时间：2020/06/15
Individualized prediction  Multimodal  MATRICS Consensus Cognitive Battery (MCCB)  Schizophrenia  MRI  Neuromarker  
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：484/123  |  提交时间：2017/02/14
Neuroimaging  Machine Learning  Classification  Brain Disorders  Prediction  
Automated cerebellar lobule segmentation with application to cerebellar structural analysis in cerebellar disease 期刊论文
NEUROIMAGE, 2016, 卷号: 127, 期号: 1, 页码: 435-444
作者:  Yang, Zhen;  Ye, Chuyang;  Bogovic, John A.;  Carass, Aaron;  Jedynak, Bruno M.;  Ying, Sarah H.;  Prince, Jerry L.;  Zhen Yang
Adobe PDF(1387Kb)  |  收藏  |  浏览/下载：316/93  |  提交时间：2016/06/14
Cerebellum  Cerebellar Lobule Segmentation  Graph Cuts  Magnetic Resonance Imaging  Multi-atlas Labeling  Random Forest Classifier  Spinocerebellar Ataxia