Xiaowei Zhan, Ph.D. Titles and Appointments Associate Professor School School of Public Health Department Public Health | Center for Genetics of Host Defense Graduate Programs Biomedical Engineering Education Graduate School Uni of Michigan - Ann Arbor (2014), Biostatistics Research Interest Antibiotic resistance Deep learning Microbiome Statistical computation Statistical genetics Publications Featured Publications Enhanced Pathology Image Quality with Restore-Generative Adversarial Network. Rong R, Wang S, Zhang X, Wen Z, Cheng X, Jia L, Yang DM, Xie Y, Zhan X, Xiao G, Am J Pathol 2023 Jan IsoAnalytics: A Single-cell Proteomics Web Server. Palmer SN, Koh AY, Zhan X, bioRxiv 2023 Jan MB-SupCon: Microbiome-based Predictive Models via Supervised Contrastive Learning. Yang S, Wang S, Wang Y, Rong R, Kim J, Li B, Koh AY, Xiao G, Li Q, Liu DJ, Zhan X, J Mol Biol 2022 Aug 434 15 167693 MetaPrism: A versatile toolkit for joint taxa/gene analysis of metagenomic sequencing data. Kim J, Jiang S, Wang Y, Xiao G, Xie Y, Liu DJ, Li Q, Koh A, Zhan X, G3 (Bethesda) 2021 Apr 11 4 MB-GAN: Microbiome Simulation via Generative Adversarial Network. Rong R, Jiang S, Xu L, Xiao G, Xie Y, Liu DJ, Li Q, Zhan X, Gigascience 2021 Feb 10 2 BayesSMILES: Bayesian Segmentation Modeling for Longitudinal Epidemiological Studies. Jiang S, Zhou Q, Zhan X, Li Q, medRxiv 2021 Jan VAMPr: VAriant Mapping and Prediction of antibiotic resistance via explainable features and machine learning. Kim J, Greenberg DE, Pifer R, Jiang S, Xiao G, Shelburne SA, Koh A, Xie Y, Zhan X, PLoS Comput Biol 2020 01 16 1 e1007511 A Bayesian zero-inflated negative binomial regression model for the integrative analysis of microbiome data. Jiang S, Xiao G, Koh AY, Kim J, Li Q, Zhan X, Biostatistics 2019 Dec Pathology Image Analysis Using Segmentation Deep Learning Algorithms. Wang S, Yang DM, Rong R, Zhan X, Xiao G, Am. J. Pathol. 2019 Jun FMAP: Functional Mapping and Analysis Pipeline for metagenomics and metatranscriptomics studies. Kim J, Kim MS, Koh AY, Xie Y, Zhan X BMC Bioinformatics 2016 Oct 17 1 420 Results 1-10 of 10 1 Professional Associations/Affiliations Center for the Genetics of Host Defense (2014) Quantitative Biomedical Research Center (2014)
