Boyi Guo
Assitant Professor at University of Utah Population Health Sciences Department
Salt Lake City, Utah, United States
Summary
👤
Senior🎓
Top SchoolBoyi Guo is an assistant professor and biostatistician with a decade of experience translating high-dimensional omics data into actionable biomedical insights. Trained in biostatistics and computer science (PhD, MS, BS), he combines rigorous method development—tree-based treatment rule learning, GWAS sample-size estimation—and hands-on computational tools in R for personalized treatment and microbiome analysis. His academic path spans UIUC, UAB, Johns Hopkins and now University of Utah, reflecting a steady progression from statistical consulting and proteomics internships to independent research and teaching. Notably, he blends statistical theory with practical automation (Shiny/D3) to make complex analyses reproducible and accessible to clinicians.
10 years of coding experience
8 years of employment as a software developer
Doctor of Philosophy - PhD Biostatistics, Doctor of Philosophy - PhD Biostatistics at University of Alabama at BirminghamMaster's degree Statistics, Master's degree Statistics at University of Illinois Urbana-Champaign
English, Chinese
Github Skills (61)
spatial-transcriptomics10
spatially-resolved-transcriptomics10
transcriptomics10
bioconductor10
multidimensional9
r-package9
bayesian8
targets8
shiny8
simulations8
golem8
r7
visualization7
mixed-models7
differential-expression7
Programming languages (10)
Github contributions (5)
boyiguo1/BHAM
Dec 2020 - Jan 2024
Bayesian Hierarchical Additive Models
Contributions:2 releases, 1 review, 22 PRs in 3 years 1 month
bayesianadditive-modelsrr-packagerstats
boyiguo1/Manuscript-BHAM
Oct 2021 - Jul 2022
Manuscript Repository of _Spike-and-Slab Generalized Additive Models and Scalable Algorithms for High-Dimensional Data_
Contributions:1 release, 9 PRs, 103 pushes in 8 months
generalized-additive-modelsmanuscriptrstatsspike-and-slab
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