Main
Quinton Neville
Education
University of Minnesota
PhD Biostatistics 3.75 GPA, Dean’s Scholarship
Minneapolis, MN
2024 - 2020
Columbia University
MS Biostatistics 4.04 GPA, Merit Scholarship
New York, NY
2020 - 2018
St. Olaf College
BA Mathematics 3.84 GPA, Distinction in Maths
Northfield, MN
2018 - 2014
Selected Positions
Professor
STAT 322 Advanced Statistical Theory
St. Olaf College
Spring 2024
Biostatistician & Clinical Data Scientist
Saluda Medical
Minneapolis, MN
Present - 2023
Developed Spinal Cord Stimulation holistic pain measure, improved patient outcomes via interpretable ML & dose-response opioid interaction.
Biostatistician
\(~\)
University of Minnesota
Present - 2020
iDeepViewLearn (2023-2024)
Leveraging imaging + ‘omics’ deep learning architectures for multi-view feature selection & inference in Alzheimer’s biomarker detection.
STRIVE Clinical Trial (2022)
Developed & implemented a modified AIPW M-estimator to improve interim efficiency, power, & decision making in COVID trials.
Masonic Institute for the Developing Brain (2021-2022)
Interdisciplinary statistical consultant for neurological clinical trials.
Graduate Data Science Fellow
University of Virginia Biocomplexity Institute
Washington, DC
Summer 2019
Delivered a geospatial mapping index to Fairfax County, VA, and a NLP/ML pharmaceutical innovation detection report to the NSF-NCSES.
Communication Experience
Selected Publications & Presentations
\(~\)
\(~\)
Present - 2016
- Novel Spinal Cord Stimulation Holistic Pain Measure (Saluda, 2023)
- bayesRCM: Robust Random Covariance Model for fMRI (JSM, 2023)
- A Random Covariance Model for fMRI Neurofeedback (JSM, 2022)
- Bayesian functional graphical models (2021)
- Mapping and Measuring Obesogenic Environments with Composite Indices in Fairfax County, VA (JSM, 2020)
- Predicting Pharmaceutical Innovations via NLP & ML (DSPG, 2019)