Tao Wang, PhD
Assistant Professor Adjunct of BiostatisticsCards
About
Research
Publications
2026
Robust Microbial Signature Discovery via Post-Selection Inference for Microbiome Compositions
Wang W, Xu X, Zhao H, Wang T. Robust Microbial Signature Discovery via Post-Selection Inference for Microbiome Compositions. Journal Of The American Statistical Association 2026, 1-22. DOI: 10.1080/01621459.2026.2671446.Peer-Reviewed Original ResearchBridging unpaired single-cell multimodal data for integrative analyses with SuperMap
Deng C, Ma X, Lu H, Zhao H, Ming J, Wang T. Bridging unpaired single-cell multimodal data for integrative analyses with SuperMap. Proceedings Of The National Academy Of Sciences Of The United States Of America 2026, 123: e2505182123. PMID: 41650244, PMCID: PMC12890892, DOI: 10.1073/pnas.2505182123.Peer-Reviewed Original Research
2025
PRIME: a database for 16S rRNA microbiome data with phenotypic reference and comprehensive metadata
Zhang Z, Zhao H, Wang T. PRIME: a database for 16S rRNA microbiome data with phenotypic reference and comprehensive metadata. Nucleic Acids Research 2025, 54: d255-d263. PMID: 41171140, PMCID: PMC12807763, DOI: 10.1093/nar/gkaf1057.Peer-Reviewed Original ResearchData Thinning for Poisson Factor Models and its Applications
Wang Z, Xu P, Zhao H, Wang T. Data Thinning for Poisson Factor Models and its Applications. Journal Of The American Statistical Association 2025, 121: 754-767. DOI: 10.1080/01621459.2025.2546577.Peer-Reviewed Original ResearchInterVelo: a mutually enhancing model for estimating pseudotime and RNA velocity in multi-omic single-cell data
Wang Y, Lin Z, Wang T. InterVelo: a mutually enhancing model for estimating pseudotime and RNA velocity in multi-omic single-cell data. Bioinformatics 2025, 41: btaf500. PMID: 40929041, PMCID: PMC12552101, DOI: 10.1093/bioinformatics/btaf500.Peer-Reviewed Original ResearchProbabilistic exponential family inverse regression and its applications
Pang D, Zhu R, Zhao H, Wang T. Probabilistic exponential family inverse regression and its applications. Biometrics 2025, 81: ujaf065. PMID: 40407023, DOI: 10.1093/biomtc/ujaf065.Peer-Reviewed Original ResearchCRAmed: a conditional randomization test for high-dimensional mediation analysis in sparse microbiome data
Liu T, Xu X, Wang T, Xu P. CRAmed: a conditional randomization test for high-dimensional mediation analysis in sparse microbiome data. Bioinformatics 2025, 41: btaf038. PMID: 39880365, PMCID: PMC11821267, DOI: 10.1093/bioinformatics/btaf038.Peer-Reviewed Original Research
2024
mbDriver: identifying driver microbes in microbial communities based on time-series microbiome data
Tan X, Xue F, Zhang C, Wang T. mbDriver: identifying driver microbes in microbial communities based on time-series microbiome data. Briefings In Bioinformatics 2024, 25: bbae580. PMID: 39526854, PMCID: PMC11551971, DOI: 10.1093/bib/bbae580.Peer-Reviewed Original ResearchmbDecoda: a debiased approach to compositional data analysis for microbiome surveys
Zong Y, Zhao H, Wang T. mbDecoda: a debiased approach to compositional data analysis for microbiome surveys. Briefings In Bioinformatics 2024, 25: bbae205. PMID: 38701410, PMCID: PMC11066923, DOI: 10.1093/bib/bbae205.Peer-Reviewed Original Research
2023
Data-driven slicing for dimension reduction in regressions: A likelihood-ratio approach
Xu P, Wang T, Zhu L. Data-driven slicing for dimension reduction in regressions: A likelihood-ratio approach. Science China Mathematics 2023, 67: 647-664. DOI: 10.1007/s11425-022-2088-x.Peer-Reviewed Original Research
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