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Sergio Gonzales
checo [at] alumni [dot] stanford [dot] edu
Education
2017-
University of New Mexico School of Medicine
MD
2024
Stanford University School of Medicine
Biomedical Data Science
(Admitted as PhD)
MS
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
2019
National Library of Medicine T32
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 / Diné Bizaad
Certifications
HIPPA