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
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

Excess dietary fructose does not alter gut microbiota or permeability in humans: A pilot randomized controlled study.
2021
S G Daniel, P J Walter, R Vaughan, D R Jones, A Ronning, P R Holt, J L Breslow, J M Walker, J O Alemán, Kun Chen, Wendy Henderson, R MacArthur, K Bittinger
Research Type: Journal Article

Multivariate functional regression via nested reduced-rank regularization
2021
Kun Chen, Xiaokang Liu, Shujie Ma
Research Type: Journal Article

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

Elucidating the impact of three metallic nanoagrichemicals and their bulk and ionic counterparts on the chemical properties of bulk and rhizosphere soils in rice paddies
2021
Wenjie Sun, Fugen Dou, Xingmao Ma, Xiaoxuan Wang, Xiufen Li, Yinghao Wen, Kun Chen
Research Type: Journal Article

The More Data, the Better? Demystifying Deletion-Based Methods in Linear Regression with Missing Data
2021
Tianchen Xu, Gen Li, Kun Chen
Research Type: Journal Article

Correcting the User Feedback-Loop Bias for Recommendation Systems
2021
Hongyi Wen, Kun Chen, Weishen Pan, Fei Wang, Changshui Zhang, Sen Cui
Research Type: Journal Article

Spatial Tweedie exponential dispersion models: an application to insurance rate-making
2021
Aritra Halder, Dipak Dey, Kun Chen, Shariq Mohammed
Research Type: Journal Article

Excess Dietary Fructose Does Not Alter Gut Microbiota or Permeability in Humans: A Pilot Randomized Controlled Study
2021
Roger Vaughan, Peter J Walter, Jose O Aleman, Kyle Bittinger, Wendy Henderson, Robert MacArthur, Jeanne M Walker, Andrea Ronning, Scott G Daniel, Drew Jones
Research Type: Journal Article

Multi-task deep learning-based survival analysis on the prognosis of late AMD using the longitudinal data in AREDS
2021
Qingyu Chen, Matthew Brendel, Fei Wang, Yifan Peng, Gregory C Ghahramani, Mingquan Lin, Kun Chen, Zhiyong Lu, Emily Chew, Tiarnan Keenan
Research Type: Journal Article

Deep learning survival analysis on the progression to late AMD in the Age-Related Eye Disease Study
2021
Kun Chen, Zhiyong Lu, Matthew Brendel, Yifan Peng, Gregory Cyrus Ghahramani, Qingyu Chen, Fei Wang, Emily Y Chew, Tiarnan DL Keenan
Research Type: Journal Article

Community-level factors and incidence of gun violence in the United States, 2014--2017
2021
Kun Chen, Emily A Hennessy, Anthony Sisti, Blair T Johnson, Michaela Matos, Mary Bernstein, Rebecca L Acabchuk
Research Type: Journal Article

Pursuing sources of heterogeneity in modeling clustered population
2021
Yan Li, Chun Yu, Kun Chen, Robert Aseltine, Yize Zhao, Weixin Yao
Research Type: Journal Article

Generalized co-sparse factor regression
2021
Aditya Mishra, Dipak Dey, Yong Chen, Kun Chen
Research Type: Journal Article