Index Catalog // Emory Theses and Dissertations

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

About this Master's Thesis
Student Name:	Johnson, Erica
Date Uploaded:	04/20/2023
Research Field:	Computer Science and Health Sciences, Public Health
Department or Specialty:	Epidemiology

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

About this Master's Thesis
Student Name:	Huo, Runing
Date Uploaded:	04/14/2023
Research Field:	Environmental Health and Statistics
Department or Specialty:	Biostatistics

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

About this Master's Thesis
Student Name:	Shen, Yang
Date Uploaded:	04/08/2023
Research Field:	Biology, Bioinformatics
Department or Specialty:	Biostatistics

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

About this Master's Thesis
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 or Specialty:	Epidemiology

A Systematic Review of Machine Learning Prediction and Cardiovascular Risk Assessment

About this Master's Thesis
Student Name:	Trimble, Shawn
Date Uploaded:	04/21/2022
Research Field:	Health Sciences, Public Health
Department or Specialty:	Hubert Department of Global Health

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

About this Master's Thesis
Student Name:	Wang, Wenhao
Date Uploaded:	04/29/2020
Research Field:	Health Sciences, Public Health, Remote Sensing, and Environmental Health
Department or Specialty:	Environmental Health

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

About this Master's Thesis
Student Name:	Song, Weishan
Date Uploaded:	04/21/2020
Research Field:	Biology, Biostatistics and Statistics
Department or Specialty:	Biostatistics

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

About this Master's Thesis
Student Name:	Wang, Xinhang
Date Uploaded:	04/21/2020
Research Field:	Biology, Biostatistics
Department or Specialty:	Biostatistics

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

About this Master's Thesis
Student Name:	Jiang, Huige
Date Uploaded:	04/16/2020
Research Field:	Statistics and Psychology, Social
Department or Specialty:	Biostatistics

Bagging for the highly adaptive lasso

About this Master's Thesis
Student Name:	Yu, Haoyong
Date Uploaded:	04/15/2020
Research Field:	Biology, Biostatistics
Department or Specialty:	Biostatistics