Index Catalog // Emory Theses and Dissertations

Applying an Automated Radiation Therapy Volume Analysis Pipeline to Determine the Utility of Spectroscopic MRI-guided Adaptive Radiation Therapy for Glioblastoma

About this Honors Thesis
Student Name:	Su Hyun Kim
Date Uploaded:	12/06/2023
Research Field:	Health Sciences, Radiology, Health Sciences, Oncology, and Biology, Biostatistics
Department:	Quantitative Science

Statistical Methods for Disease Surveillance Based on Multiple Data Streams

About this Dissertation
Student Name:	Zhang, Yuzi
Date Uploaded:	07/25/2023
Research Field:	Biology, Biostatistics and Health Sciences, Epidemiology
Department:	Biostatistics

Advances in Causal Inference to Support Vaccine Development and Evaluation

About this Dissertation
Student Name:	Jin, Yutong
Date Uploaded:	07/23/2023
Research Field:	Biology, Biostatistics and Statistics
Department:	Biostatistics

Identification of Modifying Genes Associated with Fragile X Disorders Using TWAS

About this Master's Thesis
Student Name:	Huang, Jing
Date Uploaded:	06/24/2023
Research Field:	Biology, Biostatistics
Department:	Biological and Biomedical Sciences

New Statistical Methods for Analyzing Microbiome Data

About this Dissertation
Student Name:	Yue, Ye
Date Uploaded:	06/06/2023
Research Field:	Biology, Biostatistics
Department:	Biostatistics

Cell type identification in single-cell genomics and its applications

About this Dissertation
Student Name:	Ma, Wenjing
Date Uploaded:	04/28/2023
Research Field:	Biology, Bioinformatics, Biology, Biostatistics, and Computer Science
Department:	Computer Science and Informatics

Deciphering the Cell Type Specific Activities from High-throughput Omics Data

About this Dissertation
Student Name:	Chen, Luxiao
Date Uploaded:	04/28/2023
Research Field:	Biology, Biostatistics
Department:	Biostatistics

Flexible and Robust Methods for Evaluating Covariate Effects on Biomedical Outcomes

About this Dissertation
Student Name:	Cui, Ying
Date Uploaded:	04/25/2023
Research Field:	Biology, Biostatistics
Department:	Biostatistics

Response kinetics of IgG antibodies against SARS-CoV-2 targets: comparing vaccinated and non-vaccinated US clinical patients through linear analysis of Binding Antibody Units

About this Master's Thesis
Student Name:	Sandford, Ryan
Date Uploaded:	04/21/2023
Research Field:	Health Sciences, Epidemiology, Biology, Molecular, and Biology, Biostatistics
Department:	Epidemiology

Assessing the role of inflammation on iron biomarkers in school-age children and adolescents, the BRINDA project

About this Master's Thesis
Student Name:	Nieckula, Emily
Date Uploaded:	04/19/2023
Research Field:	Biology, Biostatistics, Health Sciences, Nutrition, and Health Sciences, Public Health
Department:	Hubert Department of Global Health

Association Study between Diseases and Human Tissue-Specific Epigenomes

About this Master's Thesis
Student Name:	Yang, Yixin
Date Uploaded:	04/14/2023
Research Field:	Biology, Biostatistics and Biology, Bioinformatics
Department:	Biostatistics

Genome-wide TWAS of brain and blood tissues identifies novel risk genes for Alzheimer’s disease dementia

About this Master's Thesis
Student Name:	Guo, Shuyi
Date Uploaded:	04/13/2023
Research Field:	Biology, Genetics and Biology, Biostatistics
Department:	Biostatistics

Detecting Human Adaptations in Populations of the Andean Highlands

About this Honors Thesis
Student Name:	Korder, Ruth
Date Uploaded:	04/12/2023
Research Field:	Anthropology, Archaeology, Biology, Biostatistics, and Anthropology, Medical and Forensic
Department:	Anthropology

Characterizing the Molecular Mechanisms Underlying the Health Effects of Fine Particulate Matters among Susceptible Populations via Multi-Omics Analysis

About this Dissertation
Student Name:	Li, Zhenjiang
Date Uploaded:	04/10/2023
Research Field:	Health Sciences, Public Health, Biology, Biostatistics, and Health Sciences, Epidemiology
Department:	Environmental Health

Exploring the Genetics and Biological Pathways of Obesity through Computational Biology and Statistical Approaches

About this Master's Thesis
Student Name:	Chen, Hongyue
Date Uploaded:	04/10/2023
Research Field:	Biology, Genetics, Biology, Biostatistics, and Biology, Bioinformatics
Department:	Biostatistics

Statistical methods for modeling the association between repeated measures of hemoglobin during pregnancy and adverse birth outcomes

About this Master's Thesis
Student Name:	Zhang, Ziwei
Date Uploaded:	04/10/2023
Research Field:	Biology, Biostatistics and Health Sciences, Nutrition
Department:	Biostatistics

Multi-tissue differential expression analyses between proxy case and control samples

About this Master's Thesis
Student Name:	Liu, Yutong
Date Uploaded:	04/10/2023
Research Field:	Biology, Biostatistics and Biology, Bioinformatics
Department:	Biostatistics

Developing enrichment analyzing methods at sub-cell type level to generate novel insights on complex disease pathogenesis

About this Honors Thesis
Student Name:	Wang, Boqi
Date Uploaded:	04/10/2023
Research Field:	Biology, Genetics, Biology, Biostatistics, and Biology, Bioinformatics
Department:	Biology

Iron Biomarker Profiles and Prediction of Iron Deficiency Anemia among Women of Reproductive Age in the US

About this Master's Thesis
Student Name:	Du, Mengke
Date Uploaded:	04/10/2023
Research Field:	Biology, Biostatistics, Health Sciences, Nutrition, and Health Sciences, Public Health
Department:	Biostatistics

Multi-task Multi-sensor Framework for Assessing Health Effects of Heat Exposure with Medical Sensors

About this Honors Thesis
Student Name:	Lin, Xuanyang
Date Uploaded:	04/10/2023
Research Field:	Computer Science and Biology, Biostatistics
Department:	Computer Science

A benchmark of rare cell type detection methods for single-cell RNA sequencing data

About this Master's Thesis
Student Name:	Liu, Jiahui
Date Uploaded:	04/10/2023
Research Field:	Biology, Genetics, Biology, Biostatistics, and Biology, Bioinformatics
Department:	Biostatistics

Bias in Vaccine Effectiveness Estimation Under Changing Testing Probabilities When Using the Test-Negative Design

About this Master's Thesis
Student Name:	Shi, Evelyn
Date Uploaded:	04/10/2023
Research Field:	Biology, Biostatistics
Department:	Biostatistics

Selection bias and permutation tests in fMRI

About this Master's Thesis
Student Name:	Wang, Liangkang
Date Uploaded:	04/10/2023
Research Field:	Biology, Biostatistics and Biology, Neuroscience
Department:	Biostatistics

Adjusting for selective attrition in a longitudinal study assessing the rate of cognitive decline

About this Master's Thesis
Student Name:	Jia, Yishi
Date Uploaded:	04/09/2023
Research Field:	Biology, Biostatistics
Department:	Biostatistics

Potential biomarkers for ALS/FTD as a consequence of TDP-43 loss of function

About this Master's Thesis
Student Name:	Shi, Xianglin
Date Uploaded:	04/09/2023
Research Field:	Biology, Genetics, Biology, Biostatistics, and Biology, Bioinformatics
Department:	Biostatistics

Association between drug usage time and gene expression-based pathway score in HNSCC patients

About this Master's Thesis
Student Name:	Xu, Haoling
Date Uploaded:	04/09/2023
Research Field:	Biology, Biostatistics and Biology, Bioinformatics
Department:	Biostatistics

Dynamic prediction of survival status in patients undergoing cardiac catheterization using a joint modeling approach

About this Master's Thesis
Student Name:	Xia, Derun
Date Uploaded:	04/09/2023
Research Field:	Health Sciences, Public Health and Biology, Biostatistics
Department:	Biostatistics

Developing a Method for Circulating Tumor Cell Detection in Pediatric Medulloblastoma: Correlations with Metastatic Status and Prognostic Factors

About this Honors Thesis
Student Name:	Wu, Alyssa
Date Uploaded:	04/05/2023
Research Field:	Biology, Cell, Biology, Molecular, and Biology, Biostatistics
Department:	Biology

Statistical Methods for Analyzing Microbiome Data

About this Dissertation
Student Name:	Zhu, Zhengyi
Date Uploaded:	10/22/2022
Research Field:	Biology, Biostatistics
Department:	Biostatistics

Probabilistic clustering of complex biomarker data for Alzheimer’s Disease

About this Dissertation
Student Name:	Tian, Ganzhong
Date Uploaded:	08/04/2022
Research Field:	Statistics, Health Sciences, Aging, and Biology, Biostatistics
Department:	Biostatistics

Statistical Methods for Analyzing Compositional Human Microbiome Data

About this Dissertation
Student Name:	Hu, Yingtian
Date Uploaded:	07/28/2022
Research Field:	Biology, Biostatistics and Statistics
Department:	Biostatistics

Disease Risk annotation of Genomic and Epigenomic Variants using Machine Learning Approaches

About this Dissertation
Student Name:	Huang, Yanting
Date Uploaded:	07/22/2022
Research Field:	Biology, Bioinformatics, Biology, Biostatistics, and Information Technology
Department:	Computer Science and Informatics

COVID-19 and the Eye: Systemic and Laboratory Risk Factors for Retinopathy and Detection of Tear Film SARS-CoV-2 RNA with a Triplex RT-PCR assay

About this Master's Thesis
Student Name:	Shantha, Jessica
Date Uploaded:	04/27/2022
Research Field:	Biology, Molecular and Biology, Biostatistics
Department:	Clinical Research

Brain Network-Based Statistical Approaches for Neuroimaging Data

About this Dissertation
Student Name:	Ming, Jin
Date Uploaded:	04/22/2022
Research Field:	Biology, Neuroscience and Biology, Biostatistics
Department:	Biostatistics

Prediction Approaches for High-dimensional and Complex Neuroimaging Data

About this Dissertation
Student Name:	Ma, Xin
Date Uploaded:	04/18/2022
Research Field:	Statistics and Biology, Biostatistics
Department:	Biostatistics

Alzheimer's Disease Pathology Imputation and Risk Prediction Using Clinical Indices

About this Honors Thesis
Student Name:	Liu, Xizhu (Emilia)
Date Uploaded:	04/13/2022
Research Field:	Biology, Biostatistics, Biology, Genetics, and Biology, Neuroscience
Department:	Quantitative Science

Correlation analysis between MRI brain image and gene expression using ADNI data.

About this Master's Thesis
Student Name:	Liu, Yajie
Date Uploaded:	04/11/2022
Research Field:	Biology, Bioinformatics and Biology, Biostatistics
Department:	Biostatistics

Time-series Analysis of Seasonal Influenza Activity and Preterm Birth in Atlanta, Georgia from 2010 to 2015

About this Master's Thesis
Student Name:	Wang, Tingyu
Date Uploaded:	04/11/2022
Research Field:	Biology, Biostatistics
Department:	Biostatistics

Bayesian Functional Genome-wide Association Study using Standardized Individual-level and Summary-level GWAS Data

About this Master's Thesis
Student Name:	Wang, Lei
Date Uploaded:	04/11/2022
Research Field:	Biology, Genetics, Biology, Bioinformatics, and Biology, Biostatistics
Department:	Biostatistics

Comparison of two models of GRN-deficiency using quantitative proteomics

About this Master's Thesis
Student Name:	Nuckols, Thomas
Date Uploaded:	03/30/2022
Research Field:	Biology, Bioinformatics, Biology, Neuroscience, and Biology, Biostatistics
Department:	Biological and Biomedical Sciences

Investigating genetic associations using power-optimizing analytic approaches

About this Dissertation
Student Name:	Holleman, Aaron
Date Uploaded:	11/05/2021
Research Field:	Biology, Genetics, Health Sciences, Epidemiology, and Biology, Biostatistics
Department:	Epidemiology

Topics in Data Integration Methods for Neuroimaging and Generalized Additive Mixed Models for Ambulatory Blood Pressure Curves and Psychosocial Stressors

About this Dissertation
Student Name:	Murden, Raphiel
Date Uploaded:	07/27/2021
Research Field:	Biology, Biostatistics and Statistics
Department:	Biostatistics

New Statistical Methods for Complex Survival Analysis Problems

About this Dissertation
Student Name:	Wei, Bo
Date Uploaded:	07/23/2021
Research Field:	Biology, Biostatistics and Statistics
Department:	Biostatistics

Latent Class Methods for Complex Chronic Disease Data

About this Dissertation
Student Name:	Fei, Teng
Date Uploaded:	07/20/2021
Research Field:	Biology, Biostatistics and Statistics
Department:	Biostatistics

Characterizing the Developmental Trajectories for Cerebellar Volumes via Penalized Splines and Derivative Analysis

About this Master's Thesis
Student Name:	Li, Yiheng
Date Uploaded:	07/07/2021
Research Field:	Biology, Neuroscience, Statistics, and Biology, Biostatistics
Department:	Biostatistics

Comparing Methods to Handle Missing Data in the Estimation of Population Attributable Factors of Anemia in Preschool Children

About this Master's Thesis
Student Name:	Ren, Qingqi
Date Uploaded:	04/26/2021
Research Field:	Biology, Biostatistics
Department:	Biostatistics

The Application of Spatial Regression Analysis in Examining the Relationship Between Drinking Water Contaminants and Cancer Incidence Rates in Iowa and Illinois

About this Master's Thesis
Student Name:	Munir, Sabah
Date Uploaded:	04/26/2021
Research Field:	Biology, Biostatistics and Health Sciences, Epidemiology
Department:	Biostatistics

The Confounders Imbalance vs. Choices between Multiple Regression and Propensity Score Approaches

About this Master's Thesis
Student Name:	Gao, Xingyu
Date Uploaded:	04/26/2021
Research Field:	Biology, Biostatistics
Department:	Biostatistics

Statistical Inference Concerning Minimal Mortality of Patients with Congenital Heart Defects after Surgical Repair

About this Master's Thesis
Student Name:	Mao, Wenhao
Date Uploaded:	04/26/2021
Research Field:	Biology, Biostatistics
Department:	Biostatistics

TIGAR-V2 with nonparametric Bayesian eQTL weights estimated from GTEx V8 & Leveraging multiple reference panels to improve TWAS power by ensemble machine learning

About this Master's Thesis
Student Name:	Parrish, Randy
Date Uploaded:	04/26/2021
Research Field:	Biology, Biostatistics and Biology, Genetics
Department:	Biostatistics

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