Index Catalog // Emory Theses and Dissertations

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Generative Argument Mining: Pretrained Language Models are Argumentative Text Parsers

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

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

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

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

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

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

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

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

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

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

About this Dissertation
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

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

About this Master's Thesis
Student Name:	Zeng, Zhaohua
Date Uploaded:	04/24/2024
Research Field:	Health Sciences, Epidemiology and Health Sciences, Public Health
Department or Specialty:	Epidemiology

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

About this Master's Thesis
Student Name:	Codi, Allison
Date Uploaded:	04/08/2024
Research Field:	Statistics
Department or Specialty:	Biostatistics

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?

About this Master's Thesis
Student Name:	Nlandu, Mundayi
Date Uploaded:	04/26/2023
Research Field:	Health Sciences, Public Health and Health Sciences, Epidemiology
Department or Specialty:	Epidemiology

Large scale neuronal type classification using graph neural networks

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