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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:475/334  |  提交时间:2023/01/03
Causal inference  data-driven analytics framework  digital therapeutics (DTx)  mobile and wearable data  technical and behavioral engagement  
The collective wisdom in the COVID-19 research: Comparison and synthesis of epidemiological parameter estimates in preprints and peer-reviewed articles 期刊论文
INTERNATIONAL JOURNAL OF INFECTIOUS DISEASES, 2021, 卷号: 104, 期号: 1, 页码: 1-6
作者:  Wang, Yuejiao;  Cao, Zhidong;  Zeng, Daniel Dajun;  Zhang, Qingpeng;  Luo, Tianyi
Adobe PDF(1028Kb)  |  收藏  |  浏览/下载:219/31  |  提交时间:2021/05/17
COVID-19  Preprint  Peer review  Epidemiology  
Predicting Lung Cancers Using Epidemiological Data: A Generative-Discriminative Framework 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 1067-1078
作者:  Jinpeng Li;  Yaling Tao;  Ting Cai
Adobe PDF(915Kb)  |  收藏  |  浏览/下载:115/19  |  提交时间:2021/04/09
Cancer prevention  discriminative model  generative model  lung cancer  machine learning  
Electronic Nose and Its Applications: A Survey 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 2, 页码: 179-209
作者:  Diclehan Karakaya;  Oguzhan Ulucan;  Mehmet Turkan
浏览  |  Adobe PDF(1365Kb)  |  收藏  |  浏览/下载:167/32  |  提交时间:2021/02/22
Artificial intelligence  machine learning  pattern recognition  electronic nose (EN)  sensors technology.  
Applying Deep Learning to Individual and Community Health Monitoring Data: A Survey 期刊论文
International Journal of Automation and Computing, 2018, 卷号: 15, 期号: 6, 页码: 643-655
作者:  Zhen-Jie Yao;  Jie Bi;  Yi-Xin Chen
浏览  |  Adobe PDF(692Kb)  |  收藏  |  浏览/下载:103/28  |  提交时间:2021/02/23
Deep learning  healthcare  electronic health records (EHR)  neural networks  survey.  
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:262/89  |  提交时间:2020/06/15
Individualized prediction  Multimodal  MATRICS Consensus Cognitive Battery (MCCB)  Schizophrenia  MRI  Neuromarker  
Prevalence and Risk Factors of Comorbidities among Hypertensive Patients in China 期刊论文
INTERNATIONAL JOURNAL OF MEDICAL SCIENCES, 2017, 卷号: 14, 期号: 3, 页码: 201-212
作者:  Wang, Jiaojiao;  Ma, Jian James;  Liu, Jiaqi;  Zeng, Daniel Dajun;  Song, Cynthia;  Cao, Zhidong
Adobe PDF(855Kb)  |  收藏  |  浏览/下载:437/110  |  提交时间:2017/05/05
Hypertension  Prevalence  Comorbidity  Bayes' Theorem  Geographical Detector  Public Health  Risk Factor  
Support Vector Machine Identifies A Set Of Metabolites In Plasma That Predict Rapid Fev1 Decline In Humans And Mice 期刊论文
B58.BIG AND BIGGER (DATA): OMICS AND BIOMARKERS OF COPD AND OTHER CHRONIC LUNG DISEASES, 2016, 期号: 2016, 页码: A4068
作者:  Hans Petersen;  Sui Jing(隋婧);  Sergey Plis;  Yohannes Tesfaigzi
收藏  |  浏览/下载:117/0  |  提交时间:2018/01/11
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Characterizing Social Interaction in Tobacco-Oriented Social Networks: An Empirical Analysis 期刊论文
SCIENTIFIC REPORTS, 2015, 卷号: 2015, 期号: 5, 页码: 0
作者:  Liang, Yunji;  Zheng, Xiaolong;  Zeng, Daniel Dajun;  Zhou, Xingshe;  Leischow, Scott James;  Chung, Wingyan
浏览  |  Adobe PDF(1536Kb)  |  收藏  |  浏览/下载:237/39  |  提交时间:2015/09/17
None  
Metabolomics In COPD. A Tool To Predict Survival 期刊论文
American Journal of Respiratory and Critical Care Medicine, 2015, 卷号: 191, 期号: 2015, 页码: 5119
作者:  Victor M Pinto-Plata;  Yohannes Tesfaigzi;  Vince Calhoum;  Carmen Priolo;  Sui Jing(隋婧);  Michael J McGeachie;  Ciro Casanova;  Juan P De Torres;  Jose M Marin;  Caroline Owen;  Bartolome Celli
收藏  |  浏览/下载:104/0  |  提交时间:2018/01/08
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