Index Catalog // Emory Theses and Dissertations

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Early Detection of Neonatal Infection in NICU Using Machine Learning Models

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

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

About this Master's Thesis
Student Name:	Yan, Shifan
Date Uploaded:	04/09/2025
Research Field:	Biology, Bioinformatics, Biology, Genetics, and Biology, Biostatistics
Department or Specialty:	Biostatistics

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

About this Master's Thesis
Student Name:	Lou, Pengfei
Date Uploaded:	04/09/2025
Research Field:	Artificial Intelligence, Biology, Biostatistics, and Mathematics
Department or Specialty:	Biostatistics

Bayesian Tree-Based Methods for Environmental Health Research

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

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

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

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

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

Advanced Statistical Methods for Brain Connectivity Analysis

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

Innovative methods for investigating the genetic architecture of complex human traits

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

Novel Machine Learning Methods for Genomic Data Analysis

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

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

About this Master's Thesis
Student Name:	Shen, Hong-Jui
Date Uploaded:	04/08/2024
Research Field:	Biology, Biostatistics
Department or Specialty:	Biostatistics

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