Index Catalog // Emory Theses and Dissertations

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21. 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

22. A Phenome-Wide Association Studies in a GWAS with application to the UK Biobank

Student Name:: Yan, Shifan
Date Uploaded:: 04/09/2025
Research Field:: Biology, Bioinformatics, Biology, Genetics, and Biology, Biostatistics
Department or Specialty:: Biostatistics

23. AI-driven Models with Effective Feature Selection Accurately Predict ICU Admission after Laparoscopic Cholecystectomy

Student Name:: Lou, Pengfei
Date Uploaded:: 04/09/2025
Research Field:: Artificial Intelligence, Biology, Biostatistics, and Mathematics
Department or Specialty:: Biostatistics

24. 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

25. Statistical approaches for understanding and addressing preferential sampling in model-based geostatistics

Student Name:: Hsiao, Thomas
Date Uploaded:: 03/31/2025
Research Field:: Health Sciences, Epidemiology, Environmental Health, and Statistics
Department or Specialty:: Biostatistics

26. Surveilling Spatially Concentrated Disease Patterns: A Bayesian Approach to Understanding Tuberculosis in the United States

Student Name:: Moore, Delante
Date Uploaded:: 10/17/2024
Research Field:: Statistics, Health Sciences, Epidemiology, and Biology, Biostatistics
Department or Specialty:: Biostatistics

27. Advanced Statistical Methods for Brain Connectivity Analysis

Student Name:: Ran, Jialu
Date Uploaded:: 08/17/2024
Research Field:: Statistics and Biology, Neuroscience
Department or Specialty:: Biostatistics

28. Innovative methods for investigating the genetic architecture of complex human traits

Student Name:: Head, Susan
Date Uploaded:: 04/22/2024
Research Field:: Biology, Biostatistics
Department or Specialty:: Biostatistics

29. Novel Machine Learning Methods for Genomic Data Analysis

Student Name:: Wang, Shiyu
Date Uploaded:: 04/18/2024
Research Field:: Artificial Intelligence, Biology, Biostatistics, and Statistics
Department or Specialty:: Biostatistics

30. Unraveling the Impact of Fuzzy Similarity Algorithms on Missing Data Imputation of Heart Bypass Surgery Cohort

Student Name:: Shen, Hong-Jui
Date Uploaded:: 04/08/2024
Research Field:: Biology, Biostatistics
Department or Specialty:: Biostatistics

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