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Toward Data-Driven Digital Therapeutics Analytics: Literature Review and Research Directions 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 42-66
作者:  Uichin Lee;  Gyuwon Jung;  Eun-Yeol Ma;  Jin San Kim;  Heepyung Kim;  Jumabek Alikhanov;  Youngtae Noh;  Heeyoung Kim
Adobe PDF(2887Kb)  |  收藏  |  浏览/下载:493/341  |  提交时间:2023/01/03
Causal inference  data-driven analytics framework  digital therapeutics (DTx)  mobile and wearable data  technical and behavioral engagement  
基于多模态脑影像的个体指标预测方法及其临床应用 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院大学, 2020
作者:  姜荣涛
Adobe PDF(10953Kb)  |  收藏  |  浏览/下载:383/8  |  提交时间:2020/06/13
磁共振影像  脑功能连接  个体化预测  抑郁症  回归分析  
Multimodal data revealed different neurobiological correlates of intelligence between males and females 期刊论文
BRAIN IMAGING AND BEHAVIOR, 2019, 卷号: 14, 期号: NA, 页码: 1-15
作者:  Jiang, Rongtao;  Calhoun, Vince D.;  Cui, Yue;  Qi, Shile;  Zhuo, Chuanjun;  Li, Jin;  Jung, Rex;  Yang, Jian;  Du, Yuhui;  Jiang, Tianzi;  Sui, Jing
浏览  |  Adobe PDF(3381Kb)  |  收藏  |  浏览/下载:254/78  |  提交时间:2020/06/13
Connectome-based predictive modeling  Gender difference  Individualized prediction  Intelligence quotient  Multimodal  
Gender Differences in Connectome-based Predictions of Individualized Intelligence Quotient and Sub-domain Scores 期刊论文
CEREBRAL CORTEX, 2020, 卷号: 30, 期号: 3, 页码: 888-900
作者:  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
Adobe PDF(1446Kb)  |  收藏  |  浏览/下载:365/109  |  提交时间:2020/06/13
Connectome-based prediction  Functional connectivity  Gender difference  Individualized prediction  Intelligence  
Neuroimaging-based Individualized Prediction of Cognition and Behavior for Mental Disorders and Health: Methods and Promises 期刊论文
BIOLOGICAL PSYCHIATRY, 2020, 期号: NA, 页码: 1-11
作者:  Sui, Jing;  Jiang, Rongtao;  Bustillo, Juan;  Calhoun, Vince D.
Adobe PDF(2461Kb)  |  收藏  |  浏览/下载:202/35  |  提交时间:2020/06/13
Biomarker  Cognition  Individualized prediction  Mental disorder  Multivariate analyses  Regression  
Task-induced brain connectivity promotes the detection of individual differences in brain-behavior relationships 期刊论文
NEUROIMAGE, 2020, 卷号: 207, 期号: 116370, 页码: 11
作者:  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
浏览  |  Adobe PDF(4262Kb)  |  收藏  |  浏览/下载:426/56  |  提交时间:2020/03/30
Individualized prediction  Reading comprehension  Task state  Functional connectivity  Cognitive demand  
Striato-cortical tracts predict 12-h abstinence-induced lapse in smokers 期刊论文
NEUROPSYCHOPHARMACOLOGY, 2018, 卷号: 43, 期号: 12, 页码: 2452-2458
作者:  Yuan, Kai;  Zhao, Meng;  Yu, Dahua;  Manza, Peter;  Volkow, Nora D.;  Wang, Gene-Jack;  Tian, Jie
收藏  |  浏览/下载:259/0  |  提交时间:2019/12/16
Striato-cortical tracts predict 12-h abstinence-induced lapse in smokers (vol 43, pg 2452, 2018) 期刊论文
NEUROPSYCHOPHARMACOLOGY, 2019, 卷号: 44, 期号: 7, 页码: 1338-1338
作者:  Yuan, Kai;  Zhao, Meng;  Yu, Dahua;  Manza, Peter;  Volkow, Nora D.;  Wang, Gene-Jack;  Tian, Jie
收藏  |  浏览/下载:191/0  |  提交时间:2019/07/11
基于多基因遗传风险的精神分裂症神经机制研究 学位论文
工学硕士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2019
作者:  刘书
Adobe PDF(9957Kb)  |  收藏  |  浏览/下载:332/11  |  提交时间:2019/06/10
精神分裂症  多基因遗传  Mir137  灰质体积  功能连接  
Health-related Effects Reported by Electronic Nicotine Delivery Systems (ENDS) Users in Chinese Social Media 会议论文
, Seattle, Washington, USA, 2014
作者:  Kainan Cui;  Xiaolong Zheng;  Daniel Dajun Zeng;  Scott J. Leischow
浏览  |  Adobe PDF(173Kb)  |  收藏  |  浏览/下载:201/83  |  提交时间:2018/03/09