Index Catalog // Emory Theses and Dissertations

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1. Statistical Method for Studying Genome-Wide Interaction and the Natural History of Alzheimer’s Disease

Student Name:: Bian, Shijia
Date Uploaded:: 04/19/2025
Research Field:: Biology, Genetics, Biology, Biostatistics, and Statistics
Department or Specialty:: Biostatistics

2. Correlating Structure with Dynamics in Supercooled Liquids Using Machine Learning Tools

Student Name:: Obadiya, Tomilola M.
Date Uploaded:: 04/15/2025
Research Field:: Psychology, General, Physics, Molecular, and Physics, Condensed Matter
Department or Specialty:: Physics

3. Harnessing Function Space of Machine Learning Models for Interpretability, Generalizability, and Efficiency

Student Name:: Bai, Guangji
Date Uploaded:: 04/15/2025
Research Field:: Artificial Intelligence and Computer Science
Department or Specialty:: Computer Science and Informatics

4. Early Detection of Neonatal Infection in NICU Using Machine Learning Models

Student Name:: Chi, Zhuohan
Date Uploaded:: 04/14/2025
Research Field:: Computer Science, Statistics, and Health Sciences, General
Department or Specialty:: Biostatistics

5. Speech-Based Detection of Cognitive Impairments in Older Adults: Longitudinal Validity Analysis and Cross-Lingual Generalization

Student Name:: Zheng, Xin Ran
Date Uploaded:: 04/09/2025
Research Field:: Computer Science, Information Science, and Health Sciences, Speech Pathology
Department or Specialty:: Computer Science

6. Causal Brain Connectivity: Integrating Granger Directed Graphs in fMRI Analysis

Student Name:: Zhang, Tianyi
Date Uploaded:: 04/09/2025
Research Field:: Computer Science
Department or Specialty:: Quantitative Science

7. A Geometry-Aware Data-Driven Framework for Predictive Modeling and PDE Operators

Student Name:: Chen, Jiayi
Date Uploaded:: 04/09/2025
Research Field:: Computer Science, Applied Mathematics, and Mathematics
Department or Specialty:: Mathematics

8. Amplification of Demographic Bias in Epidemiological Forecasting

Student Name:: Cai, Lupin
Date Uploaded:: 04/08/2025
Department or Specialty:: Computer Science

9. Bayesian Tree-Based Methods for Environmental Health Research

Student Name:: Englert, Jacob
Date Uploaded:: 04/01/2025
Research Field:: Environmental Health and Statistics
Department or Specialty:: Biostatistics

10. The Effects of Black Excellence on Labor-Market Outcomes and Migration

Student Name:: Beauvile, Roberson
Date Uploaded:: 04/01/2025
Research Field:: African American Studies, Sociology, General, and Artificial Intelligence
Department or Specialty:: Sociology