Kun Chen
Professor/Statistics

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Scholarly Contributions

147 Scholarly Contributions

111
Journal Articles
24
Poster/Presentations
4
Technologys
3
Conference Proceedings
2
Other Scholarly Works
2
Books
1
Book Chapter
High-Throughput Clinical Trial Emulation with Real World Data and Machine Learning: A Case Study of Drug Repurposing for Alzheimer's Disease
2022
Jie Xu, Sajjad Fouladvand, Kun Chen, Yong Chen, Shreyas Havaldar, Chengxi Zang, Benjamin S Glicksberg, Hansi Zhang, Feixiong Cheng, Hao Zhang
Research Type: Journal Article

Identifying risk factors for mortality among patients previously hospitalized for a suicide attempt
2020
Riddhi Doshi, Fei Wang, Robert H. Aseltine, Harold Schwartz, AI Herzog, Kun Chen
Research Type: Journal Article

Illustrating the role of health information exchange in a learning health system: Improving the identi- fication and management of suicide risk
2018
R. Doshi, S. Rogers, H. Schwartz, Kun Chen, F. Wang, Robert Aseltine
Research Type: Journal Article

Illustrating the role of health information exchange in a learning health system: Improving the identification and management of suicide risk
2018
F. Wang, R. Aseltine, Kun Chen, S. Rogers, H. Schwartz, R. Doshi
Research Type: Journal Article

Impact of temperature and relative humidity on the transmission of COVID-19: a modelling study in China and the United States
2021
Xin Lin, Weifeng Lv, Kai Feng, Ke Tang, Fei Wang, Kun Chen, Jingyuan Wang
Research Type: Journal Article

Improving suicide risk prediction via targeted data fusion: proof of concept using medical claims data
2022
Steven Rogers, Kun Chen, Chang Su, Wanwan Xu, Fei Wang, Yan Li, Robert Aseltine
Research Type: Journal Article

Information fusion with multi-view graph convolutional network and its applications on neuroim- age analysis for patients with Parkinson’s disease
2018
Kun Chen, Lifang He, Jiayu Zhou, Xi Zhang, Fei Wang
Research Type: Journal Article

Integrative Cox model for uncertain survival records due to imperfect data integration
Robert Aseltine, Kun Chen, Jun Yan, Wenjie Wang
Research Type: Journal Article

Integrative Cox regression for modeling uncertain survival records due to imperfect data integration
2017
Kun Chen
Research Type: Poster/Presentation

Integrative multi-view reduced-rank regression: Bridging group-sparse and low-rank models
2018
Gen Li, Kun Chen, Xiaokang Liu
Research Type: Journal Article

Integrative multi-view regression: Bridging group-sparse and low-rank models
2019
Kun Chen, Gen Li, Xiaokang Liu
Research Type: Journal Article

Integrative survival analysis with uncertain event times in application to a suicide risk study
2019
Robert Aseltine, Jun Yan, Wenjie Wang, Kun Chen
Research Type: Journal Article

It's all relative: New regression paradigm for microbiome compositional data
2020
Kun Chen, Gen Li, Yan Li
Research Type: Journal Article

Learning Phenotypic Associations for Parkinson’s Disease with Longitudinal Clinical Records
2020
Kun Chen, Fei Wang, Claire Henchcliffe, Weishen Pan, Chang Su
Research Type: Journal Article

Learning to Collaborate
2021
Fei Wang, Changshui Zhang, Weishen Pan, Kun Chen, Jian Liang, Sen Cui
Research Type: Journal Article

Leveraging mixed and incomplete outcomes via reduced-rank modeling
2018
Fei Wang, Dipak Dey, Gen Li, Changshui Zhang, Kun Chen, Chongliang Luo, Jian Liang
Research Type: Journal Article

Leveraging mixed and incomplete outcomes via reduced-rank regression
Jian Liang, Dipak Dey, Chongliang Luo, Kun Chen, Gen Li, Fei Wang
Research Type: Journal Article

Linking and clustering multiscale structural and functional variables in asthmatic populations
2024
Kun Chen, Sean B. Bean, Sally E. Wenzel, Nizar N. Jarjour, Eric A. Hoffman, Mario Castro, Sanghun Choi, Ching-Long Lin, Mark Schiebler
Research Type: Conference Proceedings

Linking lung airway structure to pulmonary function via composite bridge regression
2016
Kun Chen, Kung-Sik Chan, I. Seetharaman, E. A. Hoffman, Ching-Long Lin
Research Type: Journal Article

Linking lung airway structure to pulmonary function via hierarchical feature selection
2015
Kun Chen
Research Type: Poster/Presentation