Index Catalog // Emory Theses and Dissertations

1. 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

2. 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

3. 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

4. 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

5. 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

6. 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

7. 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

8. 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

9. 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 or Specialty:: Biostatistics

10. 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

11. 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

12. A Density Ratio Super Learner

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

13. 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

14. 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

15. 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

16. 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 or Specialty:: Biostatistics

17. Selection bias and permutation tests in fMRI

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

18. 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 or Specialty:: Biostatistics

19. 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 or Specialty:: Biostatistics

20. 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 or Specialty:: Biostatistics

21. 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 or Specialty:: Biostatistics

22. Clustering the Liver Measures of Women Living with HIV

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

23. 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 or Specialty:: Biostatistics

24. 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 or Specialty:: Biostatistics

25. 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 or Specialty:: Biostatistics

26. 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 or Specialty:: Biostatistics

27. 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 or Specialty:: Biostatistics

28. 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 or Specialty:: Biostatistics

29. 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 or Specialty:: Biostatistics

30. Adaptive Bayesian Phase I Clinical Trials Designs for Estimating the Maximum Tolerated Doses for Two Drugs while Fully Utilizing all Toxicity Information

Student Name:: Zhang, Yuzi
Date Uploaded:: 04/01/2018
Research Field:: Health Sciences, Public Health
Department or Specialty:: Biostatistics

31. Associations between short-term exposure to ambient air pollution and emergency department visits for cardiovascular diseases in thirteen U.S. cities

Student Name:: Guan,Kexin
Date Uploaded:: 11/30/2022
Research Field:: Environmental Health
Department or Specialty:: Biostatistics

32. Adverse Outcomes Associated with Beers List Medications Following Total Knee Replacement

Student Name:: Liu, Mofei
Date Uploaded:: 04/17/2020
Research Field:: Statistics, Health Sciences, Surgery, and Health Sciences, Public Health
Department or Specialty:: Biostatistics

33. Safety And Efficacy of Direct Oral Anticoagulants Versus Warfarin for the Treatment of Left Ventricular Thrombus

Student Name:: Liu, Haoran
Date Uploaded:: 04/16/2020
Research Field:: Biology, Biostatistics
Department or Specialty:: Biostatistics

34. Biomarker-driven Phase 2 study of Nivolumab in Advanced Metastatic NSCLC

Student Name:: Yang, Yilin
Date Uploaded:: 04/15/2020
Research Field:: Biology, Cell and Biology, Biostatistics
Department or Specialty:: Biostatistics

35. Association between Lung Dose and Incidence of Pulmonary Toxicity after Total Body Irradiation

Student Name:: Yu, Mengda
Date Uploaded:: 04/18/2020
Research Field:: Biology, Biostatistics
Department or Specialty:: Biostatistics

36. Consensus clustering of subclone structure for multi-sample sequencing data

Student Name:: Zheng, Hanyi
Date Uploaded:: 04/20/2020
Research Field:: Biology, Biostatistics
Department or Specialty:: Biostatistics

37. Prediction of CBC Hemoglobin Levels for Preterm Infants: Evaluation of Anatomic Regions for Smartphone Photos

Student Name:: Wang, Xinzhu
Date Uploaded:: 04/13/2022
Research Field:: Statistics
Department or Specialty:: Biostatistics

38. Risk Stratification for Overall Survival among Metastatic Prostate Cancer Patients Treated by ADT as the First Line Treatment

Student Name:: Ji,Yuhan
Date Uploaded:: 07/29/2020
Research Field:: Health Sciences, Oncology and Biology, Biostatistics
Department or Specialty:: Biostatistics

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

Student Name:: Wang, Lei
Date Uploaded:: 04/11/2022
Research Field:: Biology, Genetics, Biology, Bioinformatics, and Biology, Biostatistics
Department or Specialty:: Biostatistics

40. Development of Statistical Tool TIGAR for Transcriptome-Integrated Genetic Association Resource

Student Name:: Meng, Xiaoran
Date Uploaded:: 04/09/2019
Research Field:: Biology, Biostatistics
Department or Specialty:: Biostatistics

41. Impacts and Improvement in Delineation of the Lumpectomy Cavity Boost Volume by using 3-D Implantable Tissue Markers

Student Name:: Xu, Tianyi
Date Uploaded:: 04/01/2018
Research Field:: Biology, Biostatistics
Department or Specialty:: Biostatistics

42. Impacts of gestational age uncertainty in estimating associations between preterm birth and ambient air pollution

Student Name:: Nealy, Benjamin
Date Uploaded:: 03/28/2018
Research Field:: Environmental Studies, Health Sciences, Public Health, and Statistics
Department or Specialty:: Biostatistics

43. Gamification on Obese Children’s BMI-derivative Outcomes, Physical Activity, and Sugar Sweetened Beverage Consumption

Student Name:: Chang, Audrey
Date Uploaded:: 04/17/2020
Research Field:: Health Sciences, Public Health, Health Sciences, Nutrition, and Biology, Biostatistics
Department or Specialty:: Biostatistics

44. Cell-type-specific analysis in Alzheimer’s disease

Student Name:: Li, Can
Date Uploaded:: 04/15/2020
Research Field:: Statistics
Department or Specialty:: Biostatistics

45. Dermatologic Diseases Prediction Using Deep Learning Method on Facial Images

Student Name:: Weng, Xisha
Date Uploaded:: 04/04/2019
Research Field:: Health Sciences, Public Health and Biology, Biostatistics
Department or Specialty:: Biostatistics

46. Reducing the sample size of household nutrient monitoring based on the Fortification Assessment Coverage Tool (FACT) Surveys in four African countries

Student Name:: Meng, Yan
Date Uploaded:: 04/09/2019
Research Field:: Biology, Biostatistics and Health Sciences, Nutrition
Department or Specialty:: Biostatistics

47. Preterm birth, stillbirth and ambient air pollution in Georgia, 2006 to 2013

Student Name:: Xie, Yue
Date Uploaded:: 04/26/2021
Research Field:: Health Sciences, Epidemiology
Department or Specialty:: Biostatistics

48. Approaches to Harmonizing Two Functional Assessment Instruments in a Longitudinal Data Set of Aging Adults in the Unites States

Student Name:: Holloway, JaNae
Date Uploaded:: 04/26/2021
Research Field:: Biology, Biostatistics
Department or Specialty:: Biostatistics

49. Evaluation of Functional Data Clustering Algorithms on Renogram Curves to Aid in the Diagnosis of Kidney Obstruction

Student Name:: Park, Kevin
Date Uploaded:: 04/09/2018
Research Field:: Biology, Biostatistics
Department or Specialty:: Biostatistics

50. Heritability Analysis of individual-level pathway scores in GTEx samples

Student Name:: Dai, Anqi
Date Uploaded:: 04/26/2021
Research Field:: Biology, Bioinformatics and Biology, Biostatistics
Department or Specialty:: Biostatistics

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Search Results

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

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

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

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

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

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

7. Identification of Spatially Variable Genes (SVGs)

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

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

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

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

12. A Density Ratio Super Learner

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

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

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

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

17. Selection bias and permutation tests in fMRI

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

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

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

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

22. Clustering the Liver Measures of Women Living with HIV

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

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

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

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

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

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

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

30. Adaptive Bayesian Phase I Clinical Trials Designs for Estimating the Maximum Tolerated Doses for Two Drugs while Fully Utilizing all Toxicity Information

31. Associations between short-term exposure to ambient air pollution and emergency department visits for cardiovascular diseases in thirteen U.S. cities

32. Adverse Outcomes Associated with Beers List Medications Following Total Knee Replacement

33. Safety And Efficacy of Direct Oral Anticoagulants Versus Warfarin for the Treatment of Left Ventricular Thrombus

34. Biomarker-driven Phase 2 study of Nivolumab in Advanced Metastatic NSCLC

35. Association between Lung Dose and Incidence of Pulmonary Toxicity after Total Body Irradiation

36. Consensus clustering of subclone structure for multi-sample sequencing data

37. Prediction of CBC Hemoglobin Levels for Preterm Infants: Evaluation of Anatomic Regions for Smartphone Photos

38. Risk Stratification for Overall Survival among Metastatic Prostate Cancer Patients Treated by ADT as the First Line Treatment

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

40. Development of Statistical Tool TIGAR for Transcriptome-Integrated Genetic Association Resource

41. Impacts and Improvement in Delineation of the Lumpectomy Cavity Boost Volume by using 3-D Implantable Tissue Markers

42. Impacts of gestational age uncertainty in estimating associations between preterm birth and ambient air pollution

43. Gamification on Obese Children’s BMI-derivative Outcomes, Physical Activity, and Sugar Sweetened Beverage Consumption

44. Cell-type-specific analysis in Alzheimer’s disease

45. Dermatologic Diseases Prediction Using Deep Learning Method on Facial Images

46. Reducing the sample size of household nutrient monitoring based on the Fortification Assessment Coverage Tool (FACT) Surveys in four African countries

47. Preterm birth, stillbirth and ambient air pollution in Georgia, 2006 to 2013

48. Approaches to Harmonizing Two Functional Assessment Instruments in a Longitudinal Data Set of Aging Adults in the Unites States

49. Evaluation of Functional Data Clustering Algorithms on Renogram Curves to Aid in the Diagnosis of Kidney Obstruction

50. Heritability Analysis of individual-level pathway scores in GTEx samples

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