Index Catalog // Emory Theses and Dissertations

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1. Algorithm Selection for Estimating Causal Effects: An example using the Nulliparous Pregnancy Outcomes Study: Monitoring Mothers to Be

Student Name:: Zeng, Zhaohua
Date Uploaded:: 04/24/2024
Research Field:: Health Sciences, Epidemiology and Health Sciences, Public Health
Department or Specialty:: Epidemiology

2. Machine learning for estimating and comparing clinical rules for treating diarrheal illness with antibiotics

Student Name:: Codi, Allison
Date Uploaded:: 04/08/2024
Research Field:: Statistics
Department or Specialty:: Biostatistics

3. Feasibility of Predicting Rare Adverse Outcomes of Pregnancy Using Machine Learning: Can an Algorithm Use Fetal to Placental Weight Ratios to Predict Which Pregnancies End in Stillbirth?

Student Name:: Nlandu, Mundayi
Date Uploaded:: 04/26/2023
Research Field:: Health Sciences, Public Health and Health Sciences, Epidemiology
Department or Specialty:: Epidemiology

4. Large scale neuronal type classification using graph neural networks

Student Name:: Zhang, Allen
Date Uploaded:: 04/09/2023
Research Field:: Computer Science and Biology, Neuroscience
Department or Specialty:: Computer Science

5. Statistical Modeling of C-kit+ Progenitor Cell Extracellular Vesicles to Predict Clinical Trial Outcomes

Student Name:: Hoffman, Jessica
Date Uploaded:: 07/06/2022
Research Field:: Biology, Cell and Biology, Bioinformatics
Department or Specialty:: Biological and Biomedical Sciences

6. Computational Development of Macrocyclic Drug Hits and Synthetic Strategy towards Peptide Macrocyclization

Student Name:: Xu, Mengfei
Date Uploaded:: 04/07/2022
Research Field:: Chemistry, Organic
Department or Specialty:: Chemistry

7. FinTech Lending When Things Look Gloomy, Friend or Foe?

Student Name:: Wu, Fiona Jiaqi
Date Uploaded:: 06/28/2021
Research Field:: Business Administration, Banking
Department or Specialty:: Business

8. Generating Traces of Application Behavior Using Generative Adversarial Networks

Student Name:: Wang, Yibo
Date Uploaded:: 05/06/2021
Research Field:: Computer Science
Department or Specialty:: Computer Science and Informatics

9. Estimating the Impact of COVID-19 on the PM2.5 Levels in China with a Satellite-Driven Machine Learning Model

Student Name:: Li, Qiulun
Date Uploaded:: 04/24/2021
Research Field:: Environmental Health
Department or Specialty:: Environmental Health

10. Machine Learning-based Prediction of the Three Drugs Combination Synergy

Student Name:: Zhang, Runyuan
Date Uploaded:: 04/24/2021
Research Field:: Biology, Bioinformatics and Biology, Biostatistics
Department or Specialty:: Biostatistics