Index Catalog // Emory Theses and Dissertations

1. 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:: Biostatistics

2. 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:: Biostatistics

3. 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:: Biostatistics

4. 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:: Biostatistics

5. 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:: Biostatistics

6. 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:: Biostatistics

7. 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:: Health Sciences, Public Health, Statistics, and Health Sciences, Human Development
Department:: Biostatistics

8. 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:: Biostatistics

9. 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:: Biostatistics

10. 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:: Biostatistics

11. 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:: Biostatistics

12. 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:: Biostatistics

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

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

14. 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:: Biostatistics

15. Identify Unique Subtypes in Recurrent Major Depression Disorder

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

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

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

17. A Density Ratio Super Learner

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

18. 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:: Biostatistics

19. 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:: Biostatistics

20. 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:: Biostatistics

21. 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:: Biostatistics

22. 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:: Biostatistics

23. 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:: Biostatistics

24. Advances in Causal Inference to Support Vaccine Development and Evaluation

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

25. New Statistical Methods for Analyzing Microbiome Data

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

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

Student Name:: Xia, Derun
Date Uploaded:: 04/09/2023
Research Field:: Health Sciences, Public Health and Biology, Biostatistics
Department:: Biostatistics

27. Selection bias and permutation tests in fMRI

Student Name:: Wang, Liangkang
Date Uploaded:: 04/10/2023
Research Field:: Biology, Biostatistics and Biology, Neuroscience
Department:: Biostatistics

28. Capture-Recapture Methodology for Epidemiological Surveillance Accounting for Misclassification of Disease Status

Student Name:: Ge, Lin
Date Uploaded:: 04/28/2023
Research Field:: Statistics, Mathematics, and Health Sciences, Epidemiology
Department:: Biostatistics

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

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

30. Flexible and Robust Methods for Evaluating Covariate Effects on Biomedical Outcomes

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

31. Association Study between Diseases and Human Tissue-Specific Epigenomes

Student Name:: Yang, Yixin
Date Uploaded:: 04/14/2023
Research Field:: Biology, Biostatistics and Biology, Bioinformatics
Department:: Biostatistics

32. Application of Machine Learning Algorithms for Estimating Daily PM2.5 Concentrations

Student Name:: Huo, Runing
Date Uploaded:: 04/14/2023
Research Field:: Environmental Health and Statistics
Department:: Biostatistics

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

Student Name:: Guo, Shuyi
Date Uploaded:: 04/13/2023
Research Field:: Biology, Genetics and Biology, Biostatistics
Department:: Biostatistics

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

Student Name:: Chen, Hongyue
Date Uploaded:: 04/10/2023
Research Field:: Biology, Genetics, Biology, Biostatistics, and Biology, Bioinformatics
Department:: Biostatistics

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

Student Name:: Zhang, Ziwei
Date Uploaded:: 04/10/2023
Research Field:: Biology, Biostatistics and Health Sciences, Nutrition
Department:: Biostatistics

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

Student Name:: Liu, Yutong
Date Uploaded:: 04/10/2023
Research Field:: Biology, Biostatistics and Biology, Bioinformatics
Department:: Biostatistics

37. Using Negative Exposures to Partially Control for Unmeasured Confounders in Time-Series Analysis of Air Pollution and Health

Student Name:: Chen, Xinyue
Date Uploaded:: 04/10/2023
Research Field:: Health Sciences, Public Health
Department:: Biostatistics

38. Investigation of predictability of photo images from different anatomic regions for detecting anemia among preterm infants

Student Name:: Du, Chenxi
Date Uploaded:: 04/10/2023
Research Field:: Health Sciences, Public Health
Department:: Biostatistics

39. Clustering the Liver Measures of Women Living with HIV

Student Name:: Gerig, Logan
Date Uploaded:: 04/10/2023
Research Field:: Statistics
Department:: Biostatistics

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

Student Name:: Du, Mengke
Date Uploaded:: 04/10/2023
Research Field:: Biology, Biostatistics, Health Sciences, Nutrition, and Health Sciences, Public Health
Department:: Biostatistics

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

Student Name:: Liu, Jiahui
Date Uploaded:: 04/10/2023
Research Field:: Biology, Genetics, Biology, Biostatistics, and Biology, Bioinformatics
Department:: Biostatistics

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

Student Name:: Shi, Evelyn
Date Uploaded:: 04/10/2023
Research Field:: Biology, Biostatistics
Department:: Biostatistics

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

Student Name:: Jia, Yishi
Date Uploaded:: 04/09/2023
Research Field:: Biology, Biostatistics
Department:: Biostatistics

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

Student Name:: Shi, Xianglin
Date Uploaded:: 04/09/2023
Research Field:: Biology, Genetics, Biology, Biostatistics, and Biology, Bioinformatics
Department:: Biostatistics

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

Student Name:: Xu, Haoling
Date Uploaded:: 04/09/2023
Research Field:: Biology, Biostatistics and Biology, Bioinformatics
Department:: Biostatistics

46. Evaluating the performance of maximum likelihood estimation in a discriminant function framework to account for non-detectable exposure measurements in matched case-control studies

Student Name:: Sun, Huiqing
Date Uploaded:: 04/09/2023
Research Field:: Statistics
Department:: Biostatistics

47. Methylation Imputation from HM450K Array to EPIC Array with Autoencoder and Nonnegative Matrix Factorization

Student Name:: Shen, Yang
Date Uploaded:: 04/08/2023
Research Field:: Biology, Bioinformatics
Department:: Biostatistics

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

Student Name:: Munir, Sabah
Date Uploaded:: 04/26/2021
Research Field:: Biology, Biostatistics and Health Sciences, Epidemiology
Department:: Biostatistics

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

Student Name:: Parrish, Randy
Date Uploaded:: 04/26/2021
Research Field:: Biology, Biostatistics and Biology, Genetics
Department:: Biostatistics

50. Systematic Evaluation of The Impact of DNA Sequence Variants on The in vivo Binding Affinity at Transcription Factor Binding Sites

Student Name:: Jin, Yutong
Date Uploaded:: 04/09/2018
Research Field:: Biology, Biostatistics
Department:: Biostatistics

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Search Results

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

2. Novel Machine Learning Methods for Genomic Data Analysis

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

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

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

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

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

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

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

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

11. Identification of Spatially Variable Genes (SVGs)

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

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

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

15. Identify Unique Subtypes in Recurrent Major Depression Disorder

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

17. A Density Ratio Super Learner

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

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

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

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

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

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

24. Advances in Causal Inference to Support Vaccine Development and Evaluation

25. New Statistical Methods for Analyzing Microbiome Data

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

27. Selection bias and permutation tests in fMRI

28. Capture-Recapture Methodology for Epidemiological Surveillance Accounting for Misclassification of Disease Status

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

30. Flexible and Robust Methods for Evaluating Covariate Effects on Biomedical Outcomes

31. Association Study between Diseases and Human Tissue-Specific Epigenomes

32. Application of Machine Learning Algorithms for Estimating Daily PM2.5 Concentrations

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

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

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

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

37. Using Negative Exposures to Partially Control for Unmeasured Confounders in Time-Series Analysis of Air Pollution and Health

38. Investigation of predictability of photo images from different anatomic regions for detecting anemia among preterm infants

39. Clustering the Liver Measures of Women Living with HIV

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

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

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

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

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

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

46. Evaluating the performance of maximum likelihood estimation in a discriminant function framework to account for non-detectable exposure measurements in matched case-control studies

47. Methylation Imputation from HM450K Array to EPIC Array with Autoencoder and Nonnegative Matrix Factorization

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

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

50. Systematic Evaluation of The Impact of DNA Sequence Variants on The in vivo Binding Affinity at Transcription Factor Binding Sites

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