GC
Garland Culbreth
Institute for Health Metrics and Evaluation, University of North Texas
Research areas: Health Professions · Physical Therapy, Sports Therapy and Rehabilitation · Musculoskeletal pain and rehabilitation · Global Health and Epidemiology · Complex Systems and Time Series Analysis
0000-0002-3096-4834
About
I'm a research scientist at IHME developing and applying next-generation population health data analysis and statistical modeling tools. I also build numerical models for adaptive complex network dynamics, information diffusion, and echo chamber formation using reinforcement learning. I have a PhD in theoretical and computational physics focusing on complex systems, stochastic processes, and nonlinear dynamics.
Employment
- 2021 - Present
-
University of North Texas Research Assistant2018 - 2021
-
University of North Texas Teaching Assistant2017 - 2018
Education
- 2019 - 2021
- 2017 - 2019
- 2013 - 2017
Projects & Funding
Projects & funding information is unavailable.
Publications (31)
- Burden of 375 diseases and injuries, risk-attributable burden of 88 risk factors, and healthy life expectancy in 204 countries and territories, including 660 subnational locations, 1990–2023: a systematic analysis for the Global Burden of Disease Study 2… Save
- Global age-sex-specific all-cause mortality and life expectancy estimates for 204 countries and territories and 660 subnational locations, 1950–2023: a demographic analysis for the Global Burden of Disease Study 2023 Save
- Global burden of 292 causes of death in 204 countries and territories and 660 subnational locations, 1990–2023: a systematic analysis for the Global Burden of Disease Study 2023 Save
- The global, regional, and national burden attributable to low bone mineral density, 1990–2020: an analysis of a modifiable risk factor from the Global Burden of Disease Study 2021 Save
- Assessing the impact of health-care access on the severity of low back pain by country: a case study within the GBD framework Save
- Global age-sex-specific mortality, life expectancy, and population estimates in 204 countries and territories and 811 subnational locations, 1950–2021, and the impact of the COVID-19 pandemic: a comprehensive demographic analysis for the Global Burden of… Save
- Global burden and strength of evidence for 88 risk factors in 204 countries and 811 subnational locations, 1990–2021: a systematic analysis for the Global Burden of Disease Study 2021 Save
- Global burden of 288 causes of death and life expectancy decomposition in 204 countries and territories and 811 subnational locations, 1990–2021: a systematic analysis for the Global Burden of Disease Study 2021 Save
- Global, regional, and national burden of neck pain, 1990–2020, and projections to 2050: a systematic analysis of the Global Burden of Disease Study 2021 Save
- The Global Burden Attributable to Low Bone Mineral Density, 1990 to 2020: An Updated and Expanded Analysis of a Modifiable Risk Factor from the Global Burden of Disease Study 2021 Save
- Analysis of musculoskeletal disorders-associated disability in Mexico from 1990 to 2021,Análisis de la discapacidad por trastornos musculoesqueléticos en México de 1990 a 2021 Save
- Análisis de la discapacidad por trastornos musculoesqueléticos en México de 1990 a 2021,Analysis of musculoskeletal disorders-associated disability in Mexico from 1990 to 2021 Save
- Burden of disease due to amphetamines, cannabis, cocaine, and opioid use disorders in South America, 1990–2019: a systematic analysis of the Global Burden of Disease Study 2019 Save
- Detecting temporal scaling with modified diffusion entropy analysis Save
- Fractal structure of human and primate social networks optimizes information flow Save
- Global, Regional, and National Burden of Gout, 1990–2020, and Projections to 2050: A Systematic Analysis of the Global Burden of Disease Study 2021 Save
- Global, Regional, and National Burden of Neck Pain, 1990 to 2020 and Projections to 2050: A Systematic Analysis of the Global Burden of Disease Study 2021 Save
- Global, regional, and national burden of low back pain, 1990–2020, its attributable risk factors, and projections to 2050: a systematic analysis of the Global Burden of Disease Study 2021 Save
- Global, regional, and national burden of osteoarthritis, 1990-2020 and projections to 2050: a systematic analysis for the Global Burden of Disease Study 2021 Save
- Global, regional, and national burden of other musculoskeletal disorders, 1990–2020, and projections to 2050: a systematic analysis of the Global Burden of Disease Study 2021 Save