Index Catalog // Emory Theses and Dissertations

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Low-Rank Exploiting Optimization Methods for Inverse Problems and Machine Learning

About this Dissertation
Student Name:	Kan, Kai Fung
Date Uploaded:	04/05/2023
Research Field:	Mathematics
Department or Specialty:	Mathematics

Using Machine Learning Algorithms to Predict Conditions for Protein Crystallization

About this Honors Thesis
Student Name:	Bagal, Nithin
Date Uploaded:	04/29/2022
Research Field:	Computer Science and Chemistry, Biochemistry
Department or Specialty:	Chemistry

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

Estimating short- and long-term impact of COVID-19 on air quality, human health, and economic losses in China through machine learning counterfactual simulations

About this Honors Thesis
Student Name:	Cheng, Haoran
Date Uploaded:	04/13/2022
Research Field:	Environmental Sciences, Environmental Health, and Health Sciences, Public Health
Department or Specialty:	Environmental Studies

Deep Learning for EHR-Based Diagnosis Prediction: A General Recipe

About this Honors Thesis
Student Name:	Yu, Leisheng
Date Uploaded:	04/13/2022
Research Field:	Health Sciences, Health Care Management, Computer Science, and Applied Mathematics
Department or Specialty:	Mathematics

Modeling and Predicting Storm Surges Using Machine Learning Methods

About this Honors Thesis
Student Name:	Singhal, Arshia
Date Uploaded:	04/12/2022
Research Field:	Computer Science and Applied Mathematics
Department or Specialty:	Mathematics and Computer Science

Interpretable Brain Network Analysis with Graph Neural Networks

About this Honors Thesis
Student Name:	Dai, Wei
Date Uploaded:	04/12/2022
Research Field:	Engineering, Computer and Engineering, Biomedical
Department or Specialty:	Computer Science

Acceleration Algorithms for Machine Learning Models

About this Dissertation
Student Name:	He, Huan
Date Uploaded:	03/31/2022
Research Field:	Mathematics and Computer Science
Department or Specialty:	Computer Science and Informatics