Boyi Guo

Boyi Guo Email and Phone Number

PhD in Biostatistics | Biomedical Data Scientist |Work at the intersection of machine learning, computational omics, and population health @ The Johns Hopkins University
Baltimore, MD, US
Boyi Guo's Location
Baltimore, Maryland, United States, United States
About Boyi Guo

As a dedicated biomedical data scientist and biostatistician, I work at the intersection of machine learning, computational omics, and population health. My journey in this field has been driven by a profound passion for advancing our understanding of human diseases and improving health outcomes through innovative research and data-driven insights.I specialize in high-dimensional data analysis, ML/AI model development, and software development. My work in single-cell and spatial transcriptomics has contributed to uncovering the complex genetic expressions in various cell types, providing new perspectives in biomedical research.Currently, I am exploring new opportunities to advance my scientific career and collaborate with like-minded professionals. If you share a passion for impactful research and improving health outcomes, let’s connect and explore how we can work together to drive meaningful change.

Boyi Guo's Current Company Details
The Johns Hopkins University

The Johns Hopkins University

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PhD in Biostatistics | Biomedical Data Scientist |Work at the intersection of machine learning, computational omics, and population health
Baltimore, MD, US
Boyi Guo Work Experience Details
  • The Johns Hopkins University
    The Johns Hopkins University
    Baltimore, Md, Us
  • The Johns Hopkins University
    Postdoctoral Fellow
    The Johns Hopkins University Aug 2022 - Present
    Baltimore, Md, Us
  • University Of Alabama At Birmingham
    Graduate Research Assistant
    University Of Alabama At Birmingham Aug 2017 - Jul 2022
    Birmingham, Al, Us
  • University Of Illinois At Urbana-Champaign
    Graduate Research Assistant
    University Of Illinois At Urbana-Champaign Aug 2014 - Aug 2017
    Champaign, Il, Us
    Tree-based Learning of Optimal Treatment Rules in Multiple-outcome Setting Supervisor: Dr. Ruoqing Zhu• Examine the treatment effect on microbiomes with high-dimensional statistical methods• Build an ensemble method to recommend personalized treatment; implement with parallel package in R GWAS Sample Size EstimationSupervisor: Dr. Sihai Dave Zhao• Estimated empirical distribution of test statistics of SNPs with nonparametric maximum likelihood estimator• Calculated sample sizes for future studies with desired power given estimated test statistics distribution Statistical Consultant Supervisor: Dr. Masooda Bashir• Constructed experiments and online surveys; apply classification and regression on survey data• Prepared tables, listings and figures for statistical reporting; co-authored 3 articles
  • Dow Agrosciences
    Intern In Computational Biology
    Dow Agrosciences Aug 2016 - May 2017
    Indianapolis, In, Us
    Supervisor: Dr. Tao Xu• Perform statistical analysis on proteomics data using univariate screening approach• Develop automation tools for association analysis and clustering analysis with Shiny and D3 library

Boyi Guo Skills

Software

Boyi Guo Education Details

  • University Of Alabama At Birmingham
    University Of Alabama At Birmingham
    Biostatistics
  • University Of Illinois Urbana-Champaign
    University Of Illinois Urbana-Champaign
    Statistics
  • University Of Illinois Urbana-Champaign
    University Of Illinois Urbana-Champaign
    Computer Science
  • University Of Illinois Urbana-Champaign
    University Of Illinois Urbana-Champaign
    Statistics

Frequently Asked Questions about Boyi Guo

What company does Boyi Guo work for?

Boyi Guo works for The Johns Hopkins University

What is Boyi Guo's role at the current company?

Boyi Guo's current role is PhD in Biostatistics | Biomedical Data Scientist |Work at the intersection of machine learning, computational omics, and population health.

What schools did Boyi Guo attend?

Boyi Guo attended University Of Alabama At Birmingham, University Of Illinois Urbana-Champaign, University Of Illinois Urbana-Champaign, University Of Illinois Urbana-Champaign.

What are some of Boyi Guo's interests?

Boyi Guo has interest in Rowing, Soccer, Basketball, Hiking, Running, Swimming, Travel.

What skills is Boyi Guo known for?

Boyi Guo has skills like Software.

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