基于磁共振影像的有监督多变量生物标志鉴定方法
61773380
2017
F0307.导航、制导与控制
隋婧
面上项目
研究员
中国科学院自动化研究所
64万元
磁共振成像;盲源分离;影像学标志;有监督学习;认知功能的脑影像表征
2018-01-01到2021-12-31
- 中英文摘要
- 结题摘要
- 结题报告
- 项目成果
- 项目参与人
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| 序号 | 标题 | 类型 | 作者 |
|---|---|---|---|
| 1 | Aberrant Dynamic Functional Network Connectivity and Graph Properties in Major Depressive Disorder | 期刊论文 | Zhi Dongmei;Calhoun Vince D.;Lv Luxian;Ma Xiaohong;Ke Qing;Fu Zening;Du Yuhui;Yang Yongfeng;Yang Xiao;Pan Miao;Qi Shile;Jiang Rongtao;Yu Qingbao;Sui Jing |
| 2 | Reward Processing in Novelty Seekers: A Transdiagnostic Psychiatric Imaging Biomarker. | 期刊论文 | Qi Shile;Schumann Gunter;Bustillo Juan;Turner Jessica A;Jiang Rongtao;Zhi Dongmei;Fu Zening;Mayer Andrew R;Vergara Victor M;Silva Rogers F;Iraji Armin;Chen Jiayu;Damaraju Eswar;Ma Xiaohong;Yang Xiao;Stevens Michael;Mathalon Daniel H;Ford Judith M;Voyvodic James;Mueller Bryon A;Belger Aysenil;Potkin Steven G;Preda Adrian;Zhuo Chuanjun;Xu Yong;Chu Congying;Banaschewski Tobias;Barker Gareth J;Bokde Arun L W... |
| 3 | Three-way parallel group independent component analysis: Fusion of spatial and spatiotemporal magnetic resonance imaging data. | 期刊论文 | Qi Shile;Silva Rogers F;Zhang Daoqiang;Plis Sergey M;Miller Robyn;Vergara Victor M;Jiang Rongtao;Zhi Dongmei;Sui Jing;Calhoun Vince D |
| 4 | Multimodal neuromarkers in schizophrenia via cognition-guided MRI fusion | 期刊论文 | Sui Jing;Qi Shile;van Erp Theo G. M.;Bustillo Juan;Jiang Rongtao;Lin Dongdong;Turner Jessica A.;Damaraju Eswar;Mayer Andrew R.;Cui Yue;Fu Zening;Du Yuhui;Chen Jiayu;Potkin Steven G.;Preda Adrian;Mathalon Daniel H.;Ford Judith M.;Voyvodic James;Mueller Bryon A.;Belger Aysenil;McEwen Sarah C.;O'Leary Daniel S.;McMahon Agnes;Jiang Tianzi;Calhoun Vince D. |
| 5 | Brain imaging-based machine learning in autism spectrum disorder: methods and applications. | 期刊论文 | Xu Ming;Calhoun Vince;Jiang Rongtao;Yan Weizheng;Sui Jing |
| 6 | 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 | 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 |
| 7 | Application of Graph Theory to Assess Static and Dynamic Brain Connectivity: Approaches for Building Brain Graphs | 期刊论文 | Yu Qingbao;Du Yuhui;Chen Jiayu;Sui Jing;Adali Tulay;Pearlson Godfrey D.;Calhoun Vince D. |
| 8 | Gender Differences in Connectome-based Predictions of Individualized Intelligence Quotient and Sub-domain Scores. | 期刊论文 | Jiang Rongtao;Calhoun Vince D;Fan Lingzhong;Zuo Nianming;Jung Rex;Qi Shile;Lin Dongdong;Li Jin;Zhuo Chuanjun;Song Ming;Fu Zening;Jiang Tianzi;Sui Jing |
| 9 | Inhibition-directed multimodal imaging fusion patterns in adults with ADHD and its potential underlying "gene-brain-cognition" relationship. | 期刊论文 | Guo Xiaojie;Liu Lu;Li Tiantian;Zhao Qihua;Li Hui;Huang Fang;Wang Yanfei;Qian Qiujin;Cao Qingjiu;Wang Yufeng;Calhoun Vince D;Sui Jing;Sun Li |
| 10 | Structural and functional brain abnormalities in HIV disease revealed by multimodal MRI fusion: association with cognitive function. | 期刊论文 | Sui Jing;Li Xiang;Bell Ryan P;Towe Sheri L;Gadde Syam;Chen Nan-Kuei;Meade Christina S |
| 11 | MicroRNA132 associated multimodal neuroimaging patterns in unmedicated major depressive disorder | 期刊论文 | Qi Shile;Yang Xiao;Zhao Liansheng;Calhoun Vince D.;Perrone-Bizzozero Nora;Liu Shengfeng;Jiang Rongtao;Jiang Tianzi;Sui Jing;Ma Xiaohong |
| 12 | 功能磁共振影像的分类预测系统 | 专利 | 隋婧;燕卫政 |
| 13 | Multimodal data revealed different neurobiological correlates of intelligence between males and females. | 期刊论文 | Jiang Rongtao;Calhoun Vince D;Cui Yue;Qi Shile;Zhuo Chuanjun;Li Jin;Jung Rex;Yang Jian;Du Yuhui;Jiang Tianzi;Sui Jing |
| 14 | Multi-task autoencoder based classification-regression model for patient-specific VMAT QA. | 期刊论文 | Wang Le;Li Jiaqi;Zhang Shuming;Zhang Xile;Zhang Qilin;Chan Maria F;Yang Ruijie;Sui Jing |
| 15 | Subtypes of depression characterized by different cognitive decline and brain activity alterations. | 期刊论文 | Yang Xiao;Qi Shile;Wang Min;Calhoun Vince D;Sui Jing;Li Tao;Ma Xiaohong |
| 16 | Complexity in mood disorder diagnosis: fMRI connectivity networks predicted medication-class of response in complex patients | 期刊论文 | Osuch E.;Gao S.;Wammes M.;Theberge J.;Willimason P.;Neufeld R. J.;Du Y.;Sui J.;Calhoun V. |
| 17 | Linked 4-Way Multimodal Brain Differences in Schizophrenia in a Large Chinese Han Population | 期刊论文 | Liu Shengfeng;Wang Haiying;Song Ming;Lv Luxian;Cui Yue;Liu Yong;Fan Lingzhong;Zuo Nianming;Xu Kaibin;Du Yuhui;Yu Qingbao;Luo Na;Qi Shile;Yang Jian;Xie Sangma;Li Jian;Chen Jun;Chen Yunchun;Wang Huaning;Guo Hua;Wan Ping;Yang Yongfeng;Li Peng;Lu Lin;Yan Hao;Yan Jun;Wang Huiling;Zhang Hongxing;Zhang Dai;Calhoun Vince D.;Jiang Tianzi;Sui Jing |
| 18 | Effect of the SIRT1 gene on regional cortical grey matter density in the Han Chinese population. | 期刊论文 | Rao Shuquan;Luo Na;Sui Jing;Xu Qi;Zhang Fuquan |
| 19 | Temporal-Adaptive Graph Convolutional Network for Automated Identification of Major Depressive Disorder Using Resting-State fMRI | 会议论文 | Yao Dongren;Sui Jing;Yang Erkun;Yap Pew-Thian;Shen Dinggang;Liu Mingxia |
| 20 | Functional network connectivity (FNC)-based generative adversarial network (GAN) and its applications in classification of mental disorders. | 期刊论文 | Zhao Jianlong;Huang Jinjie;Zhi Dongmei;Yan Weizheng;Ma Xiaohong;Yang Xiao;Li Xianbin;Ke Qing;Jiang Tianzi;Calhoun Vince D;Sui Jing |
| 21 | Brain function, structure and genomic data are linked but show different sensitivity to duration of illness and disease stage in schizophrenia | 期刊论文 | Luo Na;Tian Lin;Calhoun Vince D.;Chen Jiayu;Lin Dongdong;Vergara Victor M.;Rao Shuquan;Yang Jian;Zhuo Chuanjun;Xu Yong;Turner Jessica A.;Zhang Fuquan;Sui Jing |
| 22 | ADHD CLASSIFICATION WITHIN AND CROSS COHORT USING AN ENSEMBLED FEATURE SELECTION FRAMEWORK | 会议论文 | Yao Dongren;Sun Hailun;Guo Xiaojie;Calhoun Vince D.;Sun Li;Sui Jing |
| 23 | DNA Methylation and Resting Brain Function Mediate the Association between Childhood Urbanicity and Better Speed of Processing. | 期刊论文 | Cheng Weiqiu;Luo Na;Zhang Yuyanan;Zhang Xiao;Tan Haoyang;Zhang Dai;Sui Jing;Yue Weihua;Yan Hao |
| 24 | Electroconvulsive therapy treatment responsive multimodal brain networks. | 期刊论文 | Qi Shile;Abbott Christopher C;Narr Katherine L;Jiang Rongtao;Upston Joel;McClintock Shawn M;Espinoza Randall;Jones Tom;Zhi Dongmei;Sun Hailun;Yang Xiao;Sui Jing;Calhoun Vince D |
| 25 | MULTIMODAL NEUROIMAGING PATTERNS ASSOCIATED WITH SOCIAL RESPONSIVENESS IMPAIRMENT IN AUTISM: A REPLICATION STUDY | 会议论文 | Li Tiantian;Fu Zening;Liu Xia;Qi Shile;Calhoun Vince D;Sui Jing |
| 26 | Common and unique multimodal covarying patterns in autism spectrum disorder subtypes. | 期刊论文 | Qi Shile;Morris Robin;Turner Jessica A;Fu Zening;Jiang Rongtao;Deramus Thomas P;Zhi Dongmei;Calhoun Vince D;Sui Jing |
| 27 | Multi-modal component subspace-similarity-based multi-kernel SVM for schizophrenia classification | 会议论文 | Gao Shuang;Calhoun Vince D.;Sui Jing |
| 28 | A Mutual Multi-Scale Triplet Graph Convolutional Network for Classification of Brain Disorders Using Functional or Structural Connectivity | 期刊论文 | Yao Dongren;Sui Jing;Wang Mingliang;Yang Erkun;Jiaerken Yeerfan;Luo Na;Yap Pew-Thian;Liu Mingxia;Shen Dinggang |
| 29 | Parallel group ICA plus ICA: Joint estimation of linked functional network variability and structural covariation with application to schizophrenia | 期刊论文 | Qi Shile;Sui Jing;Chen Jiayu;Liu Jingyu;Jiang Rongtao;Silva Rogers;Iraji Armin;Damaraju Eswar;Salman Mustafa;Lin Dongdong;Fu Zening;Zhi Dongmei;Turner Jessica A.;Bustillo Juan;Ford Judith M.;Mathalon Daniel H.;Voyvodic James;McEwen Sarah;Preda Adrian;Belger Aysenil;Potkin Steven G.;Mueller Bryon A.;Adali Tulay;Calhoun Vince D. |
| 30 | Shared and distinct resting functional connectivity in children and adults with attention-deficit/hyperactivity disorder. | 期刊论文 | Guo Xiaojie;Yao Dongren;Cao Qingjiu;Liu Lu;Zhao Qihua;Li Hui;Huang Fang;Wang Yanfei;Qian Qiujin;Wang Yufeng;Calhoun Vince D;Johnstone Stuart J;Sui Jing;Sun Li |
| 31 | The Shared and Distinct White Matter Networks Between Drug-Naive Patients With Obsessive-Compulsive Disorder and Schizophrenia | 期刊论文 | Qin Jiaolong;Sui Jing;Ni Huangjing;Wang Shuai;Zhang Fuquan;Zhou Zhenhe;Tian Lin |
| 32 | Connectome-based individualized prediction of temperament trait scores | 期刊论文 | Jiang Rongtao;Calhoun Vince D.;Zuo Nianming;Lin Dongdong;Li Jin;Fan Lingzhong;Qi Shile;Sun Hailun;Fu Zening;Song Ming;Jiang Tianzi;Sui Jing |
| 33 | Whole-Brain Functional Connectivity Dynamics Associated With Electroconvulsive Therapy Treatment Response. | 期刊论文 | Fu Zening;Sui Jing;Espinoza Randall;Narr Katherine;Qi Shile;Sendi Mohammad S E;Abbott Christopher C;Calhoun Vince D |
| 34 | Data-driven approaches to neuroimaging biomarkers for neurological and psychiatric disorders: emerging approaches and examples. | 期刊论文 | Calhoun Vince D;Pearlson Godfrey D;Sui Jing |
| 35 | NR4A1 Methylation Associated Multimodal Neuroimaging Patterns Impaired in Temporal Lobe Epilepsy. | 期刊论文 | 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 |
| 36 | Task-induced brain connectivity promotes the detection of individual differences in brain-behavior relationships. | 期刊论文 | Jiang Rongtao;Zuo Nianming;Ford Judith M;Qi Shile;Zhi Dongmei;Zhuo Chuanjun;Xu Yong;Fu Zening;Bustillo Juan;Turner Jessica A;Calhoun Vince D;Sui Jing |
| 37 | Preliminary prediction of individual response to electroconvulsive therapy using whole-brain functional magnetic resonance imaging data. | 期刊论文 | Sun Hailun;Jiang Rongtao;Qi Shile;Narr Katherine L;Wade Benjamin Sc;Upston Joel;Espinoza Randall;Jones Tom;Calhoun Vince D;Abbott Christopher C;Sui Jing |
| 38 | 基于静息态功能磁共振影像的婴儿脑龄预测方法、系统 | 专利 | 隋婧;燕卫政 |
| 39 | Multimodel Order Independent Component Analysis: A Data-Driven Method for Evaluating Brain Functional Network Connectivity Within and Between Multiple Spatial Scales. | 期刊论文 | Meng Xing;Iraji Armin;Fu Zening;Kochunov Peter;Belger Aysenil;Ford Judith;McEwen Sara;Mathalon Daniel H;Mueller Bryon A;Pearlson Godfrey;Potkin Steven G;Preda Adrian;Turner Jessica;Erp Theo van;Sui Jing;Calhoun Vince D |
| 40 | BNCPL: Brain-Network-based Convolutional Prototype Learning for Discriminating Depressive Disorders. | 会议论文 | Zhi Dongmei;Calhoun Vince D;Wang Chuanyue;Li Xianbin;Ma Xiaohong;Lv Luxian;Yan Weizheng;Yao Dongren;Qi Shile;Jiang Rongtao;Zhao Jianlong;Yang Xiao;Lin Zheng;Zhang Yujin;Chung Young Chul;Zhuo Chuanjun;Sui Jing |
| 41 | Commissioning and clinical implementation of an Autoencoder based Classification-Regression model for VMAT patient-specific QA in a multi-institution scenario. | 期刊论文 | Yang Ruijie;Yang Xueying;Wang Le;Li Dingjie;Guo Yuexin;Li Ying;Guan Yumin;Wu Xiangyang;Xu Shouping;Zhang Shuming;Chan Maria F;Geng Lisheng;Sui Jing |
| 42 | Clinical Implementation of Deep Learning-Based VMAT Patient-Specific QA | 会议论文 | Yang X.;Wang L.;Li D.;Guo Y.;Li Y.;Guan Y.;Wu X.;Xu S.;Zhang S.;Chan M.;Yang R.;Geng L.;Sui J. |
| 43 | Shared Genetic Risk of Schizophrenia and Gray Matter Reduction in 6p22.1 | 期刊论文 | Chen Jiayu;Calhoun Vince D.;Lin Dongdong;Perrone-Bizzozero Nora I.;Bustillo Juan R.;Pearlson Godfrey D.;Potkin Steven G.;van Erp Theo G. M.;Macciardi Fabio;Ehrlich Stefan;Ho Beng-Choon;Sponheim Scott R.;Wang Lei;Stephen Julia M.;Mayer Andrew R.;Hanlon Faith M.;Jung Rex E.;Clementz Brett A.;Keshavan Matcheri S.;Gershon Elliot S.;Sweeney John A.;Tamminga Carol A.;Andreassen Ole A.;Agartz Ingrid;Westlye Lars T.... |
| 44 | An ensemble learning system for a 4-way classification of Alzheimer's disease and mild cognitive impairment | 期刊论文 | Yao Dongren;Calhoun Vince D.;Fu Zening;Du Yuhui;Sui Jing |
| 45 | NeuroMark: An automated and adaptive ICA based pipeline to identify reproducible fMRI markers of brain disorders. | 期刊论文 | 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 |
| 46 | Structural Brain Architectures Match Intrinsic Functional Networks and Vary across Domains: A Study from 15 000+ Individuals. | 期刊论文 | Luo Na;Sui Jing;Abrol Anees;Chen Jiayu;Turner Jessica A;Damaraju Eswar;Fu Zening;Fan Lingzhong;Lin Dongdong;Zhuo Chuanjun;Xu Yong;Glahn David C;Rodrigue Amanda L;Banich Marie T;Pearlson Godfrey D;Calhoun Vince D |
| 47 | Neuroimaging-based Individualized Prediction of Cognition and Behavior for Mental Disorders and Health: Methods and Promises. | 期刊论文 | Sui Jing;Jiang Rongtao;Bustillo Juan;Calhoun Vince |
| 48 | Discriminating schizophrenia using recurrent neural network applied on time courses of multi-site FMRI data | 期刊论文 | Yan Weizheng;Calhoun Vince;Song Ming;Cui Yue;Yan Hao;Liu Shengfeng;Fan Lingzhong;Zuo Nianming;Yang Zhengyi;Xu Kaibin;Yan Jun;Lv Luxian;Chen Jun;Chen Yunchun;Guo Hua;Li Peng;Lu Lin;Wan Ping;Wang Huaning;Wang Huiling;Yang Yongfeng;Zhang Hongxing;Zhang Dai;Jiang Tianzi;Sui Jing |
| 49 | A method for building a genome-connectome bipartite graph model | 期刊论文 | Yu Qingbao;Chen Jiayu;Du Yuhui;Sui Jing;Damaraju Eswar;Turner Jessica A.;van Erp Theo G. M.;Macciardi Fabio;Belger Aysenil;Ford Judith M.;McEwen Sarah;Mathalon Daniel H.;Mueller Bryon A.;Preda Adrian;Vaidya Jatin;Pearlson Godfrey D.;Calhoun Vince D. |
| 50 | Age-related structural and functional variations in 5,967 individuals across the adult lifespan. | 期刊论文 | Luo Na;Sui Jing;Abrol Anees;Lin Dongdong;Chen Jiayu;Vergara Victor M;Fu Zening;Du Yuhui;Damaraju Eswar;Xu Yong;Turner Jessica A;Calhoun Vince D |
| 51 | 一种基于人工智能的剂量验证方法和系统 | 专利 | 杨瑞杰;隋婧;李佳奇;王乐;张书铭 |
| 52 | Mapping relationships among schizophrenia, bipolar and schizoaffective disorders: A deep classification and clustering framework using fMRI time series. | 期刊论文 | Yan Weizheng;Zhao Min;Fu Zening;Pearlson Godfrey D;Sui Jing;Calhoun Vince D |
| 53 | 基于多模态脑影像和机器学习算法的个体行为预测研究现状及未来趋势 | 期刊论文 | 姜荣涛;戚世乐;吴静;李想;赵敏;隋婧;禚传君 |
| 54 | Investigating ADHD subtypes in children using temporal dynamics of the electroencephalogram (EEG) microstates. | 会议论文 | Luo Na;Luo Xiangsheng;Yao Dongren;Calhoun Vince D;Sun Li;Sui Jing |
| 55 | A Schizophrenia-Related Genetic-Brain-Cognition Pathway Revealed in a Large Chinese Population | 期刊论文 | Luo Na;Sui Jing;Chen Jiayu;Zhang Fuquan;Tian Lin;Lin Dongdong;Song Ming;Calhoun Vince D.;Cui Yue;Vergara Victor M.;Zheng Fanfan;Liu Jingyu;Yang Zhenyi;Zuo Nianming;Fan Lingzhong;Xu Kaibin;Liu Shengfeng;Li Jian;Xu Yong;Liu Sha;Lv Luxian;Chen Jun;Chen Yunchun;Guo Hua;Li Peng;Lu Lin;Wan Ping;Wang Huaning;Wang Huiling;Yan Hao;Yan Jun;Yang Yongfeng;Zhang Hongxing;Zhang Dai;Jiang Tianzi |
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