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NeuroMark: An automated and adaptive ICA based pipeline to identify reproducible fMRI markers of brain disorders 期刊论文
NEUROIMAGE-CLINICAL, 2020, 卷号: 28, 页码: 19
Authors:  Du, Yuhui;  Fu, Zening;  Sui, Jing;  Gao, Shuang;  Xing, Ying;  Lin, Dongdong;  Salman, Mustafa;  Abrol, Anees;  Rahaman, Md Abdur;  Chen, Jiayu;  Hong, L. Elliot;  Kochunov, Peter;  Osuch, Elizabeth A.;  Calhoun, Vince D.
Favorite  |  View/Download:4/0  |  Submit date:2021/03/01
fMRI  Independent component analysis  Brain disorders  Reproducible and comparable biomarkers  NeuroMark  
基于独立成分子空间支持向量机的精神疾病磁共振影像学分类研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2019
Authors:  高爽
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独立成分分析  子空间相似度  支持向量机  磁共振影像  精神疾病分类  
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
Authors:  Osuch, E.;  Gao, S.;  Wammes, M.;  Theberge, J.;  Willimason, P.;  Neufeld, R. J.;  Du, Y.;  Sui, J.;  Calhoun, V.
View  |  Adobe PDF(1446Kb)  |  Favorite  |  View/Download:114/7  |  Submit date:2019/01/08
mood disorders  bipolar disorder  functional neuroimaging  machine learning  differential diagnosis  
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
Authors:  Gao, Shuang;  Calhoun, Vince D.;  Sui, Jing
View  |  Adobe PDF(1954Kb)  |  Favorite  |  View/Download:108/19  |  Submit date:2019/01/08
classification  machine learning  magnetic resonance imaging  major depressive disorder  review  
Recurrent Neural Network Based Small-footprint Wake-up-word Speech Recognition System with a Score Calibration Method 会议论文
, Beijing, 2018-8
Authors:  Li, Chenxing;  Zhu, Lei;  Xu, Shuang;  Gao, Peng;  Xu, Bo
View  |  Adobe PDF(4877Kb)  |  Favorite  |  View/Download:44/15  |  Submit date:2020/07/20
Compression of Acoustic Model via Knowledge Distillation and Pruning 会议论文
, Beijing, 2018-8
Authors:  Li, Chenxing;  Zhu, Lei;  Xu, Shuang;  Gao, Peng;  Xu, Bo
View  |  Adobe PDF(237Kb)  |  Favorite  |  View/Download:36/12  |  Submit date:2020/07/20
Cbldnn-based Speaker-independent Speech Separation Via Generative Adversarial Training 会议论文
, Calgary, 2020-4
Authors:  Li, Chenxing;  Zhu, Lei;  Xu, Shuang;  Gao, Peng;  Xu, Bo
View  |  Adobe PDF(791Kb)  |  Favorite  |  View/Download:53/14  |  Submit date:2020/07/21
Reconstruction Method for In Vivo Bioluminescence Tomography Based on the Split Bregman Iterative and Surrogate Functions 期刊论文
MOLECULAR IMAGING AND BIOLOGY, 2017, 卷号: 19, 期号: 2, 页码: 245-255
Authors:  Zhang, Shuang;  Wang, Kun;  Liu, Hongbo;  Leng, Chengcai;  Gao, Yuan;  Tian, Jie
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Bioluminescence Tomography Reconstruction  Optical Molecular Imaging  Split Bregman Method  Surrogate Functions  
Discriminating Bipolar Disorder from Major Depression Based on Kernel Svm Using Functional Independent Components 会议论文
, Tokyo, Japan., 2017/9/25-28
Authors:  Shuang Gao;  Elizabeth A Osuch;  Michael Wammes;  Jean Théberge;  Tianzi Jiang;  Vince D Calhoun;  Sui Jing(隋婧)
View  |  Adobe PDF(712Kb)  |  Favorite  |  View/Download:110/10  |  Submit date:2018/03/09
Independent Component Analysis  Linear Subspace  Kernel Svm  Bipolar Disorder  Major Depression Disorder  Fmri Data  Schizophrenia  Unipolar  Amygdala  
A CDIO-based Social Manufacturing Laboratory: Prototype for CPSS-based Production Processes 会议论文
, New Orleans, LA, USA, June 26-29, 2016
Authors:  Gao Yanqing;  Wang Feiyue;  Sun Wangping;  Dong XS(董西松);  Liu Xiwei;  Li Shuangshuang
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