Index Catalog // Emory Theses and Dissertations

1. GEE-QTL: A Powerful and Scalable Statistical Framework for Dynamic eQTL Mapping

Student Name:: Wang, Xuebo
Date Uploaded:: 04/28/2025
Research Field:: Biology, Bioinformatics and Statistics
Department or Specialty:: Biostatistics

2. Novel Statistical Methods for Analyzing Gene Expression Data

Student Name:: Dai, Qile
Date Uploaded:: 04/22/2025
Research Field:: Biology, Genetics and Biology, Biostatistics
Department or Specialty:: Biostatistics

3. 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

4. Temperature and Respiratory Emergency Department Visits: A Mediation Analysis with Ambient Ozone Exposure

Student Name:: Li, Chen
Date Uploaded:: 04/17/2025
Research Field:: Environmental Health and Statistics
Department or Specialty:: Biostatistics

5. Recovering Tumor Subtypes and Aneuploidy Patterns in Prostate Cancer Using Spatial Transcriptomics

Student Name:: Liu, Shihan
Date Uploaded:: 04/17/2025
Research Field:: Biology, Molecular, Biology, Bioinformatics, and Biology, Biostatistics
Department or Specialty:: Biostatistics

6. Proteome-Wide Association Analysis of Alzheimer's Disease Using Cerebrospinal Fluid Protein Data

Student Name:: Kironde, Eseza
Date Uploaded:: 04/15/2025
Department or Specialty:: Biostatistics

7. Multi-task learning of cognitive functions using brain connectome data

Student Name:: Quan, Guangbin
Date Uploaded:: 04/15/2025
Research Field:: Biology, Biostatistics and Biology, Neuroscience
Department or Specialty:: Biostatistics

8. Comparison of clustering methods for data with missing values

Student Name:: Hu, Xinrui
Date Uploaded:: 04/14/2025
Research Field:: Statistics
Department or Specialty:: Biostatistics

9. Bayesian Classification with Split-and-merge Gaussian Process (SMGP) Prior in EEG-based Brain-Computer Interfaces

Student Name:: Wu, Yunong
Date Uploaded:: 04/14/2025
Research Field:: Biology, Biostatistics and Statistics
Department or Specialty:: Biostatistics

10. Assessing Racial Disparities in Healthcare Expenditures Using Causal Path-Specific Effects

Student Name:: Ou, Xiaxian
Date Uploaded:: 04/14/2025
Research Field:: Health Sciences, Public Health, Biology, Biostatistics, and Statistics
Department or Specialty:: Biostatistics

11. Empirical Study of Power for LR vs. Wald Tests Under a Coincidence Paradigm for Binary Outcomes

Student Name:: Chen, Yuan
Date Uploaded:: 04/14/2025
Research Field:: Statistics
Department or Specialty:: Biostatistics

12. Investigation of the association between preterm infants’ red blood cell transfusion risk and maternal-neonatal characteristics

Student Name:: Song, Xintian
Date Uploaded:: 04/14/2025
Research Field:: Women's Studies
Department or Specialty:: Biostatistics

13. Estimating County-Level Opioid-Related Mortality in Georgia Using a Bayesian Conditional Autoregressive Model

Student Name:: Jung, Hayoung
Date Uploaded:: 04/14/2025
Research Field:: Health Sciences, Public Health, Health Sciences, Epidemiology, and Biology, Biostatistics
Department or Specialty:: Biostatistics

14. Bias Correction under Measurement Error: A Comparative Study of Extrapolation Strategies in the SIMEX Framework

Student Name:: Hua, Shujie
Date Uploaded:: 04/14/2025
Research Field:: Biology, Biostatistics and Statistics
Department or Specialty:: Biostatistics

15. An Adaptive Bayesian Calibration Approach with Reduced Training Effort in P300 ERP-Based Brain-Computer Interfaces

Student Name:: Li, Chenyang
Date Uploaded:: 04/14/2025
Research Field:: Biology, Biostatistics and Biology, Neuroscience
Department or Specialty:: Biostatistics

16. Systematic Evaluation of Spatial Transcriptomics Alignment Methods

Student Name:: Shen, Xueqi
Date Uploaded:: 04/14/2025
Research Field:: Biology, Biostatistics
Department or Specialty:: Biostatistics

17. Joint Angle Gait Features Outperform Scalar Gait Metrics in Differentiating Parkinson’s Disease from Essential Tremor

Student Name:: Ngo, Savannah
Date Uploaded:: 04/14/2025
Research Field:: Health Sciences, Public Health, Biology, Biostatistics, and Biology, Neuroscience
Department or Specialty:: Biostatistics

18. Adaptive Semi-Supervised Training of P300 ERP-BCI Speller System with Minimum Calibration Effort

Student Name:: Chen, Shumeng
Date Uploaded:: 04/14/2025
Research Field:: Health Sciences, Public Health, Biology, Neuroscience, and Statistics
Department or Specialty:: Biostatistics

19. A Bayesian Hierarchical Spatial Mapping Approach to Assess Gestational Diabetes Mellitus Risk Among Immigrant Populations in Georgia

Student Name:: Schrote, Kaitlin
Date Uploaded:: 04/14/2025
Research Field:: Health Sciences, Public Health, Health Sciences, Epidemiology, and Statistics
Department or Specialty:: Biostatistics

20. Cell-type-specific Transcriptomic-wide Association Studies Detected 80 Independent Risk Genes for Alzheimer’s Disease Dementia

Student Name:: Liu, Qiang
Date Uploaded:: 04/14/2025
Research Field:: Biology, Genetics, Biology, Biostatistics, and Statistics
Department or Specialty:: Biostatistics

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

31. Evaluating the Association of COVID-19 Vaccination and New-Onset Diabetes as an Outcome

Student Name:: Lee, Sein
Date Uploaded:: 04/08/2024
Research Field:: Health Sciences, Public Health
Department or Specialty:: Biostatistics

32. A Bayesian Hierarchical Excess Mortality Model to Assess the Total Impact of COVID-19 on Opioid Users

Student Name:: Peterkin, Cyen
Date Uploaded:: 04/08/2024
Research Field:: Health Sciences, Epidemiology, Health Sciences, Public Health, and Statistics
Department or Specialty:: Biostatistics

33. Modeling and Statistical Analyses Probing the Heterogeneity in Individual Change Points in Longitudinal Cognitive Outcomes

Student Name:: Pan, Yuzhou
Date Uploaded:: 04/08/2024
Research Field:: Biology, Biostatistics and Health Sciences, Public Health
Department or Specialty:: Biostatistics

34. Analysis of Simultaneous Eye-tracking and fMRI Data Collected in Children with ASD

Student Name:: Huang, Xucheng (Fred)
Date Uploaded:: 04/08/2024
Research Field:: Statistics, Health Sciences, Human Development, and Health Sciences, Public Health
Department or Specialty:: Biostatistics

35. Investigating Missing Data Mechanisms in Substance Abuse Research: Analyzing the Missing-Not-At-Random (MNAR) Pattern of ‘Return to Use’ Data

Student Name:: Tan, Carissa
Date Uploaded:: 04/08/2024
Research Field:: Biology, Biostatistics and Psychology, Behavioral Sciences
Department or Specialty:: Biostatistics

36. Assessing the Impact of Misclassification in Case-Control Studies: An Examination of Bayesian Credible Intervals

Student Name:: Lu, Jiali
Date Uploaded:: 04/08/2024
Research Field:: Epistemology and Statistics
Department or Specialty:: Biostatistics

37. Estimation of Cognitive Ability in Longitudinal IRT using Univariate Composite Likelihood: Application to the Emory Healthy Brain Study

Student Name:: Howard, Nicholas
Date Uploaded:: 04/08/2024
Research Field:: Statistics
Department or Specialty:: Biostatistics

38. Identification of Spatially Variable Genes (SVGs)

Student Name:: Ma,Yanru
Date Uploaded:: 04/08/2024
Research Field:: Health Sciences, General, Statistics, and Biology, Genetics
Department or Specialty:: Biostatistics

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

Student Name:: Codi, Allison
Date Uploaded:: 04/08/2024
Research Field:: Statistics
Department or Specialty:: Biostatistics

40. Correlation between biomarkers associated with Alzheimer's disease and the cognitive practice effect

Student Name:: Ruan, Anyue
Date Uploaded:: 04/08/2024
Research Field:: Statistics, Health Sciences, Aging, and Health Sciences, Public Health
Department or Specialty:: Biostatistics

41. Spatial Associations between Measures of Public Transportation and Diabetic Foot Ulcer Outcomes in the State of Georgia – 2016-2019

Student Name:: Vanasse, Lauren
Date Uploaded:: 04/07/2024
Research Field:: Biology, Biostatistics, Health Sciences, Epidemiology, and Health Sciences, Public Health
Department or Specialty:: Biostatistics

42. Identify Unique Subtypes in Recurrent Major Depression Disorder

Student Name:: Zhu, Zixi
Date Uploaded:: 04/07/2024
Research Field:: Biology, Bioinformatics, Biology, Genetics, and Biology, Cell
Department or Specialty:: Biostatistics

43. Kidney Function: Outdoor vs. Indoor Hispanic Agricultural Workers

Student Name:: Zhuang, Cathy
Date Uploaded:: 04/06/2024
Research Field:: Health Sciences, Public Health
Department or Specialty:: Biostatistics

44. A Density Ratio Super Learner

Student Name:: Wu, Wencheng
Date Uploaded:: 04/04/2024
Research Field:: Statistics
Department or Specialty:: Biostatistics

45. Evaluation of Missing Data and Imputation Methods in Environmental Mixtures Analyses using Weighted Quantile Sum regression and Quantile g-computation

Student Name:: Grieco, Megan
Date Uploaded:: 04/03/2024
Research Field:: Health Sciences, Epidemiology, Statistics, and Environmental Health
Department or Specialty:: Biostatistics

46. Efficient quantification of pattern similarity between spatial genomics and cell morphology

Student Name:: Yang, Yefeng
Date Uploaded:: 04/02/2024
Research Field:: Biology, Genetics
Department or Specialty:: Biostatistics

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

Student Name:: Wang, Tingyu
Date Uploaded:: 04/11/2022
Research Field:: Biology, Biostatistics
Department or Specialty:: Biostatistics

48. Methods for Improving Doubly Robust Estimators of Treatment Effects for Observational Studies and Randomized Trials

Student Name:: Schader, Lindsey
Date Uploaded:: 11/21/2023
Research Field:: Statistics
Department or Specialty:: Biostatistics

49. Methods for Improving the Interpretability and Evaluation of Machine Learning Models and Decision Making Systems

Student Name:: Nizam, Sohail
Date Uploaded:: 04/07/2023
Research Field:: Statistics and Computer Science
Department or Specialty:: Biostatistics

50. Statistical Methods for Disease Surveillance Based on Multiple Data Streams

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

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Search Results

1. GEE-QTL: A Powerful and Scalable Statistical Framework for Dynamic eQTL Mapping

2. Novel Statistical Methods for Analyzing Gene Expression Data

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

4. Temperature and Respiratory Emergency Department Visits: A Mediation Analysis with Ambient Ozone Exposure

5. Recovering Tumor Subtypes and Aneuploidy Patterns in Prostate Cancer Using Spatial Transcriptomics

6. Proteome-Wide Association Analysis of Alzheimer's Disease Using Cerebrospinal Fluid Protein Data

7. Multi-task learning of cognitive functions using brain connectome data

8. Comparison of clustering methods for data with missing values

9. Bayesian Classification with Split-and-merge Gaussian Process (SMGP) Prior in EEG-based Brain-Computer Interfaces

10. Assessing Racial Disparities in Healthcare Expenditures Using Causal Path-Specific Effects

11. Empirical Study of Power for LR vs. Wald Tests Under a Coincidence Paradigm for Binary Outcomes

12. Investigation of the association between preterm infants’ red blood cell transfusion risk and maternal-neonatal characteristics

13. Estimating County-Level Opioid-Related Mortality in Georgia Using a Bayesian Conditional Autoregressive Model

14. Bias Correction under Measurement Error: A Comparative Study of Extrapolation Strategies in the SIMEX Framework

15. An Adaptive Bayesian Calibration Approach with Reduced Training Effort in P300 ERP-Based Brain-Computer Interfaces

16. Systematic Evaluation of Spatial Transcriptomics Alignment Methods

17. Joint Angle Gait Features Outperform Scalar Gait Metrics in Differentiating Parkinson’s Disease from Essential Tremor

18. Adaptive Semi-Supervised Training of P300 ERP-BCI Speller System with Minimum Calibration Effort

19. A Bayesian Hierarchical Spatial Mapping Approach to Assess Gestational Diabetes Mellitus Risk Among Immigrant Populations in Georgia

20. Cell-type-specific Transcriptomic-wide Association Studies Detected 80 Independent Risk Genes for Alzheimer’s Disease Dementia

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

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

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

24. Bayesian Tree-Based Methods for Environmental Health Research

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

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

27. Advanced Statistical Methods for Brain Connectivity Analysis

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

29. Novel Machine Learning Methods for Genomic Data Analysis

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

31. Evaluating the Association of COVID-19 Vaccination and New-Onset Diabetes as an Outcome

32. A Bayesian Hierarchical Excess Mortality Model to Assess the Total Impact of COVID-19 on Opioid Users

33. Modeling and Statistical Analyses Probing the Heterogeneity in Individual Change Points in Longitudinal Cognitive Outcomes

34. Analysis of Simultaneous Eye-tracking and fMRI Data Collected in Children with ASD

35. Investigating Missing Data Mechanisms in Substance Abuse Research: Analyzing the Missing-Not-At-Random (MNAR) Pattern of ‘Return to Use’ Data

36. Assessing the Impact of Misclassification in Case-Control Studies: An Examination of Bayesian Credible Intervals

37. Estimation of Cognitive Ability in Longitudinal IRT using Univariate Composite Likelihood: Application to the Emory Healthy Brain Study

38. Identification of Spatially Variable Genes (SVGs)

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

40. Correlation between biomarkers associated with Alzheimer's disease and the cognitive practice effect

41. Spatial Associations between Measures of Public Transportation and Diabetic Foot Ulcer Outcomes in the State of Georgia – 2016-2019

42. Identify Unique Subtypes in Recurrent Major Depression Disorder

43. Kidney Function: Outdoor vs. Indoor Hispanic Agricultural Workers

44. A Density Ratio Super Learner

45. Evaluation of Missing Data and Imputation Methods in Environmental Mixtures Analyses using Weighted Quantile Sum regression and Quantile g-computation

46. Efficient quantification of pattern similarity between spatial genomics and cell morphology

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

48. Methods for Improving Doubly Robust Estimators of Treatment Effects for Observational Studies and Randomized Trials

49. Methods for Improving the Interpretability and Evaluation of Machine Learning Models and Decision Making Systems

50. Statistical Methods for Disease Surveillance Based on Multiple Data Streams

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