Index Catalog // Emory Theses and Dissertations

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

Student Name:: Kan, Kai Fung
Date Uploaded:: 04/05/2023
Research Field:: Mathematics
Department:: Mathematics

2. Using Machine Learning Algorithms to Predict Conditions for Protein Crystallization

Student Name:: Bagal, Nithin
Date Uploaded:: 04/29/2022
Research Field:: Computer Science and Chemistry, Biochemistry
Department:: Chemistry

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:: 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:: Hubert Department of Global Health

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

Student Name:: Cheng, Haoran
Date Uploaded:: 04/13/2022
Research Field:: Environmental Sciences, Environmental Health, and Health Sciences, Public Health
Department:: Environmental Studies

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

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

7. Modeling and Predicting Storm Surges Using Machine Learning Methods

Student Name:: Singhal, Arshia
Date Uploaded:: 04/12/2022
Research Field:: Computer Science and Applied Mathematics
Department:: Mathematics and Computer Science

8. Interpretable Brain Network Analysis with Graph Neural Networks

Student Name:: Dai, Wei
Date Uploaded:: 04/12/2022
Research Field:: Engineering, Computer and Engineering, Biomedical
Department:: Computer Science

9. Acceleration Algorithms for Machine Learning Models

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