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Dynamic Functional Connectivity Predicts Treatment Response to Electroconvulsive Therapy in Major Depressive Disorder 期刊论文
BIOLOGICAL PSYCHIATRY, 2021, 卷号: 89, 期号: 9, 页码: S169-S170
Authors:  Sendi, Mohammad S. E.;  Dini, Hossein;  Sui, Jing;  Fu, Zening;  Qi, Shile;  Riva-Posse, Patricio;  Abbott, Christopher;  Mayberg, Helen;  Calhoun, Vince
Favorite  |  View/Download:4/0  |  Submit date:2021/05/31
Resting State fMRI  Dynamic Functional Connectivity  Major Depressive Disorder (MDD)  Electroconvulsive Therapy (ECT)  Cognitive Control Network  
Prior-knowledge and attention based meta-learning for few-shot learning 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2021, 卷号: 213, 页码: 12
Authors:  Qin, Yunxiao;  Zhang, Weiguo;  Zhao, Chenxu;  Wang, Zezheng;  Zhu, Xiangyu;  Shi, Jingping;  Qi, Guojun;  Lei, Zhen
Favorite  |  View/Download:14/0  |  Submit date:2021/04/06
Meta-learning  Few-shot learning  Prior-knowledge  Representation  Attention mechanism  
Edge-Aware Monocular Dense Depth Estimation with Morphology 会议论文
, Milan, Italy, 2021-1
Authors:  Zhi, Li;  Xiao yang, Zhu;  Hai tao, Yu;  Qi, Zhang;  Yong shi, Jiang
Adobe PDF(9850Kb)  |  Favorite  |  View/Download:10/0  |  Submit date:2021/05/27
Common and unique multimodal covarying patterns in autism spectrum disorder subtypes 期刊论文
MOLECULAR AUTISM, 2020, 卷号: 11, 期号: 1, 页码: 15
Authors:  Qi, Shile;  Morris, Robin;  Turner, Jessica A.;  Fu, Zening;  Jiang, Rongtao;  Deramus, Thomas P.;  Zhi, Dongmei;  Calhoun, Vince D.;  Sui, Jing
Favorite  |  View/Download:10/0  |  Submit date:2021/01/06
Heterogeneity  Autism spectrum disorder  Asperger’  s disorder  Pervasive developmental disorder-not otherwise specified (PDD-NOS)  Autistic disorder  Multimodal fusion  
A Real-time Multi-functional Framework for Guidewire Morphological and Positional Analysis in Interventional X-ray Fluoroscopy 期刊论文
IEEE Transactions on Cognitive and Developmental Systems, 2020, 卷号: PP, 期号: 99, 页码: 1-1
Authors:  Yanjie,Zhou;  Xiaoliang,Xie;  Xiaohu,Zhou;  Shiqi,Liu;  Guibin,Bian;  Zengguang,Hou
View  |  Adobe PDF(18710Kb)  |  Favorite  |  View/Download:46/9  |  Submit date:2020/11/05
deep learning  guidewire  X-ray fluoroscopy  segmentation and localization  robot-assisted intervention  
NR4A1 Methylation Associated Multimodal Neuroimaging Patterns Impaired in Temporal Lobe Epilepsy 期刊论文
FRONTIERS IN NEUROSCIENCE, 2020, 卷号: 14, 页码: 10
Authors:  Zhi, Dongmei;  Wu, Wenyue;  Xiao, Bo;  Qi, Shile;  Jiang, Rongtao;  Yang, Xingdong;  Yang, Jian;  Xiao, Wenbiao;  Liu, Chaorong;  Long, Hongyu;  Calhoun, Vince D.;  Long, Lili;  Sui, Jing
Favorite  |  View/Download:7/0  |  Submit date:2020/09/07
temporal lobe epilepsy  multimodal fusion  functional connectivity  fractional anisotropy  gray matter volume  
A Multilayer and Multimodal-Fusion Architecture for Simultaneous Recognition of Endovascular Manipulations and Assessment of Technical Skills 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: PP, 期号: 99, 页码: 1-13
Authors:  Xiaohu,Zhou;  Xiaoliang.Xie;  Zhenqiu,Feng;  Zengguang,Hou;  Guibin,Bian;  Ruiqi,Li;  Zhenliang,Ni;  Shiqi,Liu;  Yan-Jie Zhou
View  |  Adobe PDF(2286Kb)  |  Favorite  |  View/Download:36/9  |  Submit date:2020/11/05
Endovascular manipulations  multilayer and multimodal-fusion architecture (MMFA)  percutaneous coronary intervention (PCI),  technical skill assessment  
Pyramid attention recurrent networks for real-time guidewire segmentation and tracking in intraoperative X-ray fluoroscopy 期刊论文
COMPUTERIZED MEDICAL IMAGING AND GRAPHICS, 2020, 卷号: 83, 页码: 9
Authors:  Zhou, Yan-Jie;  Xie, Xiao-Liang;  Zhou, Xiao-Hu;  Liu, Shi-Qi;  Bian, Gui-Bin;  Hou, Zeng-Guang
Favorite  |  View/Download:29/0  |  Submit date:2020/08/24
Guidewire  Catheter  Segmentation  Deep learning  X-ray fluoroscopy  
The relevance of transdiagnostic shared networks to the severity of symptoms and cognitive deficits in schizophrenia: a multimodal brain imaging fusion study 期刊论文
TRANSLATIONAL PSYCHIATRY, 2020, 卷号: 10, 期号: 1, 页码: 10
Authors:  Qi, Shile;  Bustillo, Juan;  Turner, Jessica A.;  Jiang, Rongtao;  Zhi, Dongmei;  Fu, Zening;  Deramus, Thomas P.;  Vergara, Victor;  Ma, Xiaohong;  Yang, Xiao;  Stevens, Mike;  Zhuo, Chuanjun;  Xu, Yong;  Calhoun, Vince D.;  Sui, Jing
View  |  Adobe PDF(2715Kb)  |  Favorite  |  View/Download:41/3  |  Submit date:2020/06/22
schizophrenia  multimodal fusion  
Multimodal Fusion Signature as Transdiagnostic Psychiatric Biomarker 期刊论文
BIOLOGICAL PSYCHIATRY, 2020, 卷号: 87, 期号: 9, 页码: S37-S37
Authors:  Calhoun, Vince;  Sui, Jing;  Qi, Shile
Favorite  |  View/Download:9/0  |  Submit date:2020/09/07
Data Fusion  Psychopathology  Schizophrenia  Brain Imaging  Multimodal Imaging