Index Catalog // Emory Theses and Dissertations

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Filtering by: Degree M.P.H. Keyword Machine Learning

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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 or Specialty:: Epidemiology

2. 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 or Specialty:: Biostatistics

3. 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 or Specialty:: Epidemiology

4. 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 or Specialty:: Hubert Department of Global Health

5. 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 or Specialty:: Environmental Health

6. Bagging for the highly adaptive lasso

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

7. Identifying land use and meteorological factors associated with the ratio of personal PM2.5 exposures versus ambient concentration in a panel of college students

Student Name:: Mohanty, Sarita
Date Uploaded:: 04/15/2020
Research Field:: Statistics, Biology, Biostatistics, and Environmental Studies
Department or Specialty:: Biostatistics