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Education
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Graduate

Doctor of Philosophy – Epidemiologic Science
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University of Michigan | School of Public Health [May 2022 — Present]
Exploring equity in computational epidemiology using an equity lens in three example complex systems
Committee

Jon Zelner, PhD | CoChair

Jennifer Head, PhD | CoChair

Fan Bu, PhD | Member

Joe Eisenberg, PhD, MPH | Member

Master of Science – Computational Epidemiology and Complex Systems
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University of Michigan | School of Public Health [Aug 2021 — May 2022]
In-silico investigation on the impact of non-static sexual behaviors and partner formation over the life course on transmission of sexually transmitted infections
Advisor
Marisa Eisenberg, PhD, MS

Master of Public Health – Hospital and Molecular Epidemiology
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University of Michigan | School of Public Health [Sept 2019 — May 2021]
Genetic variations of Mycobacterium tuberculosis lipase genes lipE, lipF, lipR among 735 clinical isolates representing six genetic lineages
Advisor
Zhenhua Yang, MD, PhD

Undergraduate

Bachelor of Science – Public Health
Utah State University | Department of Biology [Aug 2014 — May 2018]
Chemistry Minor

Bachelor of Science – Human Biology
Utah State University | Department of Biology [Aug 2014 — May 2018]
Chemistry Minor

Associate Degree – General
Columbia Basin College [Aug 2012 — April 2014]


Research Appointments
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PhD Dissertation
University of Michigan | Epibayes Lab [May 2022 — Present]
Principle Investigator
Jon Zelner, PhD

Graduate Research Assistant
University of Michigan | Epibayes Lab [May 2022 — Present]
Principle Investigator
Jon Zelner, PhD

Graduate Research Assistant
University of Michigan | Eisenberg Lab [Aug 2021 — May 2022]
Principle Investigator
Marisa Eisenberg, PhD, MS

Graduate Research Assistant
University of Michigan | Yang Lab [Sept 2019 — May 2021]
Principle Investigator
Zhenhua Yang, MD, PhD

Teaching Appointments
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University of Michigan | School of Public Health
Graduate Student Instructor [Jan 2022 — May 2022]
Introduction to Epidemiology
Graduate Student Instructor [Sept 2021 — Dec 2021]
Introduction to Epidemiology
Graduate Student Instructor [Jan 2021 — May 2021]
Introduction to Epidemiology

Utah State University | Department of Biology [Jan 2018 — May 2018]
Environmental Toxicology
Teaching Assistant [Aug 2017 — Dec 2017]
Public Health


Recognitions and Honors
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Graduate

Nomination for Outstanding GSI Award
University of Michigan [2021]

School of Public Health MS Deans Award
University of Michigan [2021]

School of Public Health MPH Deans Award
University of Michigan [2020]

School of Public Health MPH Deans Award
University of Michigan [2019]

Undergraduate

Jay R. West and Lorraine M West Endowed Scholarship
Utah State University [2017]

David B. Drown Scholarship for Public Health
Utah State University [2016]


Grants
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Federal Emergency COVID-19 Grant
University of Michigan [2020]


Presentations
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Stone, Danielle; Zelner, Jon; Head, Jennifer. (2025, Mar) Mobility-adjusted spatial patterns of infection risk for coccidioidomycosis
Poster Presentation | University of Michigan

Stone, Danielle. (2021, Feb) Genetic variations of Mycobacterium tuberculosis lipase genes
Oral Presentation | University of Michigan

Stone, Danielle. (2020, March) Admitted Students Day
Panel Participation | University of Michigan

Stone, Danielle. (2019, Nov) Vaping awareness and prevention
Oral Presentation | River Heights Academy

Stone, Danielle. (2015, July) Hanford Respirator Committee Department of Energy Respirator Regulation Update
Oral Presentation | Hanford Federal DOE Site


Publications
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Published

Letter to the editor regarding ‘Autopsy findings in cases of fatal COVID-19 vaccine-induced myocarditis’
Van Wyk, H., Zhu, M. Q., Stone, D. R., Singh, A. K., and Bassiouni, S. (2024) Letter to the editor regarding ‘Autopsy findings in cases of fatal COVID-19 vaccine-induced myocarditis’. ESC Heart Failure, 11: 2467–2468. https://doi.org/10.1002/ehf2.14819.

Accepted
Capturing the implications of residential segregation for the dynamics of infectious disease transmission’
Zelner J, Stone D, Eisenberg M, Brouwer A, Sakrejda K. Capturing the implications of residential segregation for the dynamics of infectious disease transmission. medRxiv [Preprint]. 2024 Jun 27:2024.06.26.24309541. doi: 10.1101/2024.06.26.24309541. PMID: 38978674; PMCID: PMC11230299.

Skills
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Programming
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  • Python | Proficient
  • R | Proficient
  • Julia | Familiar
  • SAS | Familiar
  • C++ | Beginner
  • Rust | Beginner
  • HTML | Beginner
  • CSS | Beginner

System Admin
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  • Containerization
  • Virtual Machines
  • Remote Management
  • Service Deployment
  • Reverse Proxy Management
  • High Availability
  • Basic Layer 2/3 Networking
  • SSO Flow Management

Mathematical Models
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  • Differential
  • Bayesian MCMC
  • Statistical
  • Agent

General Tech
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  • Linux/FreeBSD/Unix
  • MacOS
  • bash, zsh, fish
  • Scripting
  • Git
  • Computer repair
  • Small electronics

Spoken Languages
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  • English | Native
  • Spanish | Beginner