Index Catalog // Emory Theses and Dissertations

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1. Generative Argument Mining: Pretrained Language Models are Argumentative Text Parsers

Student Name:: Roytburg, Daniel
Date Uploaded:: 04/09/2025
Research Field:: Computer Science, Logic, and Statistics
Department or Specialty:: Computer Science

2. Machine Learning-Based Drug-Drug Interaction Prediction Using Multi-Feature Analysis

Student Name:: Feng, Qiuyang
Date Uploaded:: 04/09/2025
Research Field:: Biology, Bioinformatics
Department or Specialty:: Quantitative Science

3. Comparing Manifold-Constrained Gaussian Processes and Physics-Inspired Neural Networks for Parameter Inference in Epidemiological Models

Student Name:: Xiao, Sophia
Date Uploaded:: 04/09/2025
Research Field:: Statistics and Applied Mathematics
Department or Specialty:: Mathematics

4. Inferring force laws from many-body systems in dusty plasma by machine learning

Student Name:: Yu, Wentao
Date Uploaded:: 10/31/2024
Research Field:: Physics, Fluid and Plasma and Artificial Intelligence
Department or Specialty:: Physics

5. Towards the Development of Machine Learning Models for Improving Health Outcomes for Patients with Sepsis

Student Name:: Moore,Ronald
Date Uploaded:: 10/30/2024
Research Field:: Biology, Bioinformatics and Computer Science
Department or Specialty:: Computer Science and Informatics

6. Employing machine learning and high-throughput sequencing to uncover complex genetic and epigenetic contributors in neurological phenotypes

Student Name:: Li, Ronnie
Date Uploaded:: 10/28/2024
Research Field:: Biology, Neuroscience, Biology, Bioinformatics, and Biology, Genetics
Department or Specialty:: Biological and Biomedical Sciences

7. 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

8. 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

9. 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

10. 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