Gabriel Odom

Florida International University — United States

Biochemistry, Genetics and Molecular Biology · Life Sciences

9h-index442citations49works1.52yr avg
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Research Topics

Epigenetics and DNA Methylation(8), Bioinformatics and Genomic Networks(8), Substance Abuse Treatment and Outcomes(5), Opioid Use Disorder Treatment(5), Data Analysis with R(5)

Publications49 total

The sensitivity of Bayesian kernel machine regression (BKMR) to data distribution: a comprehensive simulation analysis
Journal of Statistical Computation and Simulation·2025· 1 citedOpen Access
From Clinical Trials to Real‐World Impact: Introducing a Computational Framework to Detect Endpoint Bias in Opioid Use Disorder Research
Drug and Alcohol Review·2025
Applying machine learning in predicting medication treatment outcomes for opioid use disorder
Journal of Substance Use and Addiction Treatment·2025
Engaging an advisory board in discussions about the ethical relevance of algorithmic bias and fairness
npj Digital Medicine·2025· 2 citedOpen Access
simBKMRdata: Helper Functions for Bayesian Kernel Machine Regression
2025
Enhancing Bayesian Kernel Machine Regression: A Dynamic Thresholding Framework to Address Variability and Skewness in High-Dimensional Environmental Health Data
2025Open Access
Using tree-based models to identify factors contributing to trait negative affect in adults
BMC Psychology·2025Open Access
The sensitivity of Bayesian kernel machine regression (BKMR) to data distribution: a comprehensive simulation analysis
Figshare·2025Open Access
The sensitivity of Bayesian kernel machine regression (BKMR) to data distribution: a comprehensive simulation analysis
Figshare·2025Open Access
Data cleaning and harmonization of clinical trial data: Medication-assisted treatment for opioid use disorder
PLoS ONE·2024· 4 citedOpen Access
SYMPOSIUM: A GENTLE INTRODUCTION TO DATA SCIENCE TOOLS FOR ADDICTION RESEARCH: USE CASES WITH EXAMPLES
Drug and Alcohol Dependence·2024
Empirically contrasting urine drug screening‐based opioid use disorder treatment outcome definitions
Addiction·2024· 5 citedOpen Access
Mangrove Forests of Biscayne Bay, FL, USA may Act as Sinks for Plastic Debris
Wetlands·2024· 8 cited
public.ctn0094extra: Helper Files for the CTN-0094 Relational Database
2023· 1 citedOpen Access
Individual-Level Risk Prediction of Return to Use During Opioid Use Disorder Treatment
JAMA Psychiatry·2023· 17 citedOpen Access
public.ctn0094data: De-Identified Data from CTN-0094
2023· 2 citedOpen Access
Capturing drug use patterns at a glance: An n-ary word sufficient statistic for repeated univariate categorical values
PLoS ONE·2023· 4 citedOpen Access
Using Tree-Based Models to Identify Factors Contributing to Trait Negative Affect in Adults With and Without Major Depression
2023Open Access
No evidence of accelerated epigenetic aging among black heroin users: A case vs control analysis
Addiction Neuroscience·2023· 1 citedOpen Access
Risk of Experiencing an Overdose Event for Patients Undergoing Treatment With Medication for Opioid Use Disorder
American Journal of Psychiatry·2023· 14 citedOpen Access
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Frequent Co-authors

Raymond R. Balise(17), Tiago C. Silva(6), Daniel J. Feaster(6), Laura Brandt(6), Lily Wang(5), Lizhong Liu(5), Lily Wang(5), Mei‐Chen Hu(5), Kazi Tanvir Hasan(5), Lissette Gomez(4), Antonio Colaprico(4), Layla Bouzoubaa(4), Laura A. Brandt(4), Anna Calderon(4), Clinton Castro(4), Boubakari Ibrahimou(4), Zhen Gao(3), Xi Chen(3), Sean X. Luo(3), Amanda S. Hering(3)