
Xiaowei Zhan, Ph.D.
Associate Professor
School School of Public Health
Department Peter O'Donnell Jr. School of 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
Professional Associations/Affiliations
- Center for the Genetics of Host Defense (2014)
- Quantitative Biomedical Research Center (2014)