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Sergio Gonzales
checo [at] stanford [dot] edu
Education
2019-
Stanford University School of Medicine
Biomedical Data Science
PhD
2017-
University of New Mexico School of Medicine
MD
2010-2015
University of New Mexico College of Arts & Sciences
Mathematics & Statistics, Physical & Natural Sciences, and Social Sciences (summa cum laude, ΦBK)
Navajo Language & Linguistics
Chicana & Chicano Studies
BA
Publications
JA Lossio-Ventura, S Gonzales, J Morzan, H Alatrista-Salas, T Hernandez-Boussard, & J Bain. Evaluation of clustering and topic modeling methods over health-related tweets and emails. Artificial Intelligence in Medicine. 2021
S Gonzales & BD Sommers. Intra-ethnic coverage disparities and effects on health reform. Health Services Research. 2018
S Gonzales, M Mullen, L Skolarus, D Thibault, U Udoeyo, & A Willis. Progressive rural-urban disparity in acute stroke care. Neurology. 2017
Presentations
Talks
01/23
Novel Machine Learning Method for Missing Data
International Conference on Health Policy Statistics
06/22
Development of a Real Valued Representation of Sex Physiology with EHR
NIH National Library of Medicine T15 Annual Meeting
07/18
Applications of Machine Learning for Segmentation of High-grade Astrocytomas
Washington University School of Medicine
08/14
Effects of Primary Stroke Center Certification on Acute Stroke Outcomes
University of Pennsylvania
Posters
09/23
Machine Learning Methods for Missing Data
Stanford University Biomedical Data Science Festival
Awards
2015
Rhodes Scholarship Finalist
2015
Marshall Scholarship Finalist
2014
Elected to Phi Beta Kappa
2010-2015
College of Arts & Science Dean’s List
2010
Los Alamos National Labs Silver Scholarship
Teaching
BIOMEDIN 210: Modeling Biomedical Systems
BIOMEDIN 230: Biomedical Imaging
BIOC 423: Introductory Biochemistry
HMVH 238: Community Engagement Practicum
Service
2021-
Earth Care [501(c)(3)]
Board of Directors
2020-2023
ADVANCE Summer Institute
Program Leader
2020-2022
Society for the Advancement of Chicanos and Native Americans in STEM
Secretary (Stanford University Chapter)
2017-2018;
2014-2015
University of New Mexico Combined BA/MD Program
Admissions Committee Member
2013-2015
Bernalillo County Place Matters
Core Team Member
Technical Skills
Python / SQL / R / Julia / Javascript / C++
ArcGIS / QGIS / MatLab
LaTeX / git / Arch Linux
English / Español (Spanish) / Diné Bizaad (Navajo)
Certifications
HIPPA