Index Catalog // Emory Theses and Dissertations

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Filtering by: Keyword Machine Learning School Rollins School of Public Health

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1. Predictive value of cellphone geolocated mobility, vaccination, and social factors on COVID-19 mortality to provide foundational framework for predicting outcomes of future pandemics

Student Name:: Johnson, Erica
Date Uploaded:: 04/20/2023
Research Field:: Computer Science and Health Sciences, Public Health
Department:: Epidemiology

2. Application of Machine Learning Algorithms for Estimating Daily PM2.5 Concentrations

Student Name:: Huo, Runing
Date Uploaded:: 04/14/2023
Research Field:: Environmental Health and Statistics
Department:: Biostatistics

3. Methylation Imputation from HM450K Array to EPIC Array with Autoencoder and Nonnegative Matrix Factorization

Student Name:: Shen, Yang
Date Uploaded:: 04/08/2023
Research Field:: Biology, Bioinformatics
Department:: Biostatistics

4. A Machine Learning Approach to Investigate Epidemiologic Risk Factors of Gastroschisis and Omphalocele in Iowa, 1997-2011

Student Name:: Chen, Sitong
Date Uploaded:: 04/21/2022
Research Field:: Health Sciences, Epidemiology, Health Sciences, Public Health, and Health Sciences, Obstetrics and Gynecology
Department:: Epidemiology

5. A Systematic Review of Machine Learning Prediction and Cardiovascular Risk Assessment

Student Name:: Trimble, Shawn
Date Uploaded:: 04/21/2022
Research Field:: Health Sciences, Public Health
Department:: Hubert Department of Global Health

6. Satellite-Based Daily Ground Ozone Estimates in California, Using Machine Learning Methods

Student Name:: Wang, Wenhao
Date Uploaded:: 04/29/2020
Research Field:: Health Sciences, Public Health, Remote Sensing, and Environmental Health
Department:: Environmental Health

7. Stability of Inference Derived from Machine Learning-based Doubly Robust Estimators of Treatment Effects

Student Name:: Song, Weishan
Date Uploaded:: 04/21/2020
Research Field:: Biology, Biostatistics and Statistics
Department:: Biostatistics

8. Machine learning Application in Longitudinal Polycystic Kidney Disease (PKD) Function Prediction

Student Name:: Wang, Xinhang
Date Uploaded:: 04/21/2020
Research Field:: Biology, Biostatistics
Department:: Biostatistics

9. Investigation of relationship between psychosocial profile and cardiovascular health among African Americans

Student Name:: Jiang, Huige
Date Uploaded:: 04/16/2020
Research Field:: Statistics and Psychology, Social
Department:: Biostatistics

10. Bagging for the highly adaptive lasso

Student Name:: Yu, Haoyong
Date Uploaded:: 04/15/2020
Research Field:: Biology, Biostatistics
Department:: Biostatistics