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
Uncertainty in optimal fingerprinting is underestimated
2021
Kun Chen, Yan Li, Xuebin Zhang, Jun Yan
Research Type: Journal Article

Discussion on ``The timing and effectiveness of implementing mild interventions of COVID-19 in large industrial regions via a synthetic control method''
2021
Kun Chen, Fei Wang
Research Type: Journal Article

Effect of Cover Crop Type and Application Rate on Soil Nitrogen Mineralization and Availability in Organic Rice Production
2021
Andrew Tan, Xiufen Li, Kun Chen, Terry Gentry, Yeming Pan, Fugen Dou
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

Alterations of host-gut microbiome interactions in multiple sclerosis
2022
Hang Xiao, Li Deng, Zhongmao Liu, Claudia Cantoni, Kun Chen, Amber Salter, Amy Lovett-Racke, Pamela Newland, Anne H Cross, Kathleen Obert, Alberto Locca, Cassandra Suther, Suresh Bokoliya, Matthew Gormley, Laura Piccio, Laura Ghezzi, Phillip I Tarr, Qingqi Lin, Yanhui Han, Yue Liu, Yeming Pan, Emily Evans, Zhengze Li, Yair Dorsett, Hunter Panier, Robert Mikesell, Yanjiao Zhou, Yufeng Wu
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

Excitation Wavelength-Dependent Photoluminescence Decay of Single Quantum Dots near Plasmonic Gold Nanoparticles
2022
Yongchen Wang, Adnan Mohammad, Necmi Biyikli, Jing Zhao, Kun Chen, Ou Chen, Hua Zhu, Na Jin, Yonglei Sun
Research Type: Journal Article

Dietary Boswellia serrata Acid Alters the Gut Microbiome and Blood Metabolites in Experimental Models
2022
Lauren Daddi, Suresh Bokoliya, Matthew D Moore, Cassandra Suther, Yanhui Han, Yanjiao Zhou, Hunter Panier, Qingqi Lin, Zhongmao Liu, Kun Chen
Research Type: Journal Article

Multivariate log-contrast regression with sub-compositional predictors: testing the association between preterm infants' gut microbiome and neurobehavioral outcomes
2022
Gen Li, Xiaomei Cong, Kendra Maas, Xiaokang Liu, Kun Chen
Research Type: Journal Article

Meta-analysis identifies common gut microbiota signatures in patients with multiple sclerosis
2022
Kun Chen, Helen Tremlett, Qingqi Lin, Laura Cox, David Hafler, Erin Longbrake, Yair Dorsett, Laura Piccio, Howard Weiner, Yufeng Wu, Siobhan Ni Choileain, Ali Mirza, Takashi Yamamura, Yanjiao Zhou
Research Type: Journal Article

https://doi.org/10.21203/rs.3.rs-2026810/v1
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

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

Simulating CO2 released from fish soil: a Bayesian approach
2024
S. Sparrow, A. Pantoja, P. Bechtel, Kun Chen, Mingchu Zhang
Research Type: Conference Proceedings

Multi-view graph convolutional network and its applications on neuroimage analysis for Parkinson's disease
Kun Chen, Yuan Luo, Lifang He, Jiayu Zhou, Xi Zhang, Fei Wang
Research Type: Conference Proceedings

Assessing big data from lung CT imaging in search of insights into causal and resultant structure-function relationships in Asthma
Ching-Long Lin, Kung-Sik Chan, Mario Castro, Sally E. Wenzel, Kun Chen, Eric A. Hoffman
Research Type: Journal Article

Using hospitalization and suicide mortality data to predict suicide risk via survival modeling
Robert H Aseltine, Kun Chen, Fei Wang
Research Type: Journal Article

Comparison of reprogramming methods by single cell analysis identifies premature viral inactivation as a barrier to successful reprogramming and reveals a common reprogramming trajectory between cell types
Elizabeth Schifano, Craig Nelson, Ion I Mandoiu, Frederick W. Kolling IV, Ofer Harel, Kun Chen, Haim Bar, Kyung-Min Chung
Research Type: Journal Article

Log-Contrast Regression with Functional Compositional Predictors: Linking Preterm Infant's Gut Microbiome Trajectories to Neurobehavioral Outcome
Wanli Xu, Kun Chen, Zhe Sun, Xiaomei Cong, G Li
Research Type: Journal Article

Regularization vs. relaxation: a conic approach to variable selection in linear regression
Jeff Linderoth, Hongbo Dong, Kun Chen
Research Type: Journal Article

http://www.optimization-online.org/DB_HTML/2015/05/4932.html
Boosted sparse and low-rank tensor regression
Kun Chen, Jiayu Zhou, Lifang He, Wanwan Xu, Fei Wang
Research Type: Journal Article