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:: Biostatistics

2. 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

3. 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

4. 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

5. 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

6. 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

7. 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

8. 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

9. 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

10. 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

11. 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

12. 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

13. 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

14. 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:: Biostatistics

15. 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

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

Student Name:: Mao, Wenhao
Date Uploaded:: 04/26/2021
Research Field:: Biology, Biostatistics
Department:: Biostatistics

17. 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

18. 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:: Biostatistics

19. Exploration of Normalization Methods on Bulk RNA-seq Data and Single-cell RNA-seq Data

Student Name:: Wang, Yawei
Date Uploaded:: 04/26/2021
Research Field:: Biology, Bioinformatics and Biology, Biostatistics
Department:: Biostatistics

20. 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:: Biostatistics

21. EDClust: An EM-MM hybrid method for cell clustering in population-level single cell RNA sequencing

Student Name:: Wei, Xin
Date Uploaded:: 04/26/2021
Research Field:: Biology, Bioinformatics, Biology, Genetics, and Biology, Biostatistics
Department:: Biostatistics

22. Design Strategies for Studies Using Logistic Regression to Analyze Data on Pooled Samples

Student Name:: Yan, Xiaobo
Date Uploaded:: 04/24/2021
Research Field:: Health Sciences, Epidemiology and Biology, Biostatistics
Department:: Biostatistics

23. Machine Learning-based Prediction of the Three Drugs Combination Synergy

Student Name:: Zhang, Runyuan
Date Uploaded:: 04/24/2021
Research Field:: Biology, Bioinformatics and Biology, Biostatistics
Department:: Biostatistics

24. 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:: Biostatistics

25. Whole-blood transcriptional signatures of different severity profiles in patients with influenza A H1N1 infection

Student Name:: Gu, Chunhui
Date Uploaded:: 04/27/2020
Research Field:: Biology, Biostatistics
Department:: Biostatistics

26. Genome-wide DNA methylation profile change in cancer cell lines under stresses

Student Name:: Wang, Qingyu
Date Uploaded:: 04/24/2020
Research Field:: Biology, Genetics, Biology, Bioinformatics, and Biology, Biostatistics
Department:: Biostatistics

27. Powerful variance-component method for TWAS identifies novel and known risk genes for Alzheimer’s dementia

Student Name:: Tang, Shizhen
Date Uploaded:: 04/24/2020
Research Field:: Biology, Genetics and Biology, Biostatistics
Department:: Biostatistics

28. Genotype prediction based on the gene expression data using Random Forest

Student Name:: Yu, Yanlong
Date Uploaded:: 04/24/2020
Research Field:: Marine Geology and Biology, Biostatistics
Department:: Biostatistics

29. Improved Algorithm for Independent Component Analysis (ICA) with the Relax and Split Approximation

Student Name:: Fan, Sijian
Date Uploaded:: 04/23/2020
Research Field:: Biology, Neuroscience, Biology, Biostatistics, and Statistics
Department:: Biostatistics

30. Hypothesis testing on the number of components in finite mixture models

Student Name:: Zhang, Mingrui
Date Uploaded:: 04/23/2020
Research Field:: Statistics, Biology, Biostatistics, and Mathematics
Department:: Biostatistics

31. Stability of Inference Derived from Machine Learning-based Doubly Robust Estimators of Treatment Effects

Student Name:: Song, Weishan
Date Uploaded:: 04/21/2020
Research Field:: Biology, Biostatistics and Statistics
Department:: Biostatistics

32. Machine learning Application in Longitudinal Polycystic Kidney Disease (PKD) Function Prediction

Student Name:: Wang, Xinhang
Date Uploaded:: 04/21/2020
Research Field:: Biology, Biostatistics
Department:: Biostatistics

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

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

34. 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:: Biostatistics

35. Assessment of Clustering of Cutaneous T-Cell Lymphoma in Metropolitan Atlanta

Student Name:: Lu, Chenhao
Date Uploaded:: 04/17/2020
Research Field:: Geography and Biology, Biostatistics
Department:: Biostatistics

36. Gene Profile Modeling and Integration for EWOC Phase I Clinical Trial Design While Fully Utilizing All Toxicity Information

Student Name:: Tian, Feng
Date Uploaded:: 04/17/2020
Research Field:: Health Sciences, Public Health, Biology, Biostatistics, and Health Sciences, Oncology
Department:: Biostatistics

37. 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:: Biostatistics

38. Timing of Neoadjuvant or Adjuvant Chemotherapy to Surgery and Its Impact on Overall Survival among Breast Cancer Patients

Student Name:: Qi, Ruowen
Date Uploaded:: 04/17/2020
Research Field:: Biology, Biostatistics
Department:: Biostatistics

39. 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:: Biostatistics

40. Exploring Bayesian credible intervals for common epidemiologic effect measures based on cross-sectional data

Student Name:: Shi, Bowen
Date Uploaded:: 04/15/2020
Research Field:: Biology, Biostatistics and Health Sciences, Epidemiology
Department:: Biostatistics

41. 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:: Biostatistics

42. Neural Network and Calculator for Predicting Breakthrough Febrile Urinary Tract Infections in Children with Primary Vesicoureteral Reflux

Student Name:: Chen, Jiaoan
Date Uploaded:: 04/14/2020
Research Field:: Biology, Biostatistics and Health Sciences, General
Department:: Biostatistics

43. Integrative Omics Analysis for Amyotrophic Lateral Sclerosis

Student Name:: Wang, Shihua
Date Uploaded:: 04/19/2019
Research Field:: Biology, Bioinformatics, Biology, Biostatistics, and Biology, Molecular
Department:: Biostatistics

44. Characterizing the Impact of Integrase Strand-Transfer Inhibitors on Metabolic in Women Living with HIV Using Two Modeling Approaches

Student Name:: Angert, Chrisitne
Date Uploaded:: 04/18/2019
Research Field:: Biology, Biostatistics and Biology, Virology
Department:: Biostatistics

45. Studying the Association between Overall Survival and Metastatic Sites by Breast Cancer Subtypes Based on National Cancer Database

Student Name:: Guo, Yi
Date Uploaded:: 04/14/2019
Research Field:: Health Sciences, Pathology, Health Sciences, Public Health, and Biology, Biostatistics
Department:: Biostatistics

46. Discovery of Airway Fluid Proteins Associated with Progressive Lung Disease and Damage in Early Childhood Cystic Fibrosis

Student Name:: Chou, Jeffrey
Date Uploaded:: 04/10/2019
Research Field:: Biology, Bioinformatics, Statistics, and Biology, Biostatistics
Department:: Biostatistics

47. 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:: Biostatistics

48. Traditional versus Competing Risks Approaches in the Modeling of Survival Time

Student Name:: Zhang, Chao
Date Uploaded:: 04/09/2019
Research Field:: Statistics, Health Sciences, Public Health, and Biology, Biostatistics
Department:: Biostatistics

49. A Novel Network Connectivity Measure with Application to Multimodal Brain Imaging Study

Student Name:: Yang, Xinyi
Date Uploaded:: 04/09/2019
Research Field:: Biology, Biostatistics
Department:: Biostatistics

50. Optimizing Cluster Survey Designs for Trachomatous Inflammation-Follicular in Amhara Region, Ethiopia

Student Name:: Gallini, Julia
Date Uploaded:: 04/09/2019
Research Field:: Health Sciences, Public Health and Biology, Biostatistics
Department:: 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. Modeling and Statistical Analyses Probing the Heterogeneity in Individual Change Points in Longitudinal Cognitive Outcomes

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

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

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

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

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

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

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

10. Selection bias and permutation tests in fMRI

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

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

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

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

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

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

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

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

19. Exploration of Normalization Methods on Bulk RNA-seq Data and Single-cell RNA-seq Data

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

21. EDClust: An EM-MM hybrid method for cell clustering in population-level single cell RNA sequencing

22. Design Strategies for Studies Using Logistic Regression to Analyze Data on Pooled Samples

23. Machine Learning-based Prediction of the Three Drugs Combination Synergy

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

25. Whole-blood transcriptional signatures of different severity profiles in patients with influenza A H1N1 infection

26. Genome-wide DNA methylation profile change in cancer cell lines under stresses

27. Powerful variance-component method for TWAS identifies novel and known risk genes for Alzheimer’s dementia

28. Genotype prediction based on the gene expression data using Random Forest

29. Improved Algorithm for Independent Component Analysis (ICA) with the Relax and Split Approximation

30. Hypothesis testing on the number of components in finite mixture models

31. Stability of Inference Derived from Machine Learning-based Doubly Robust Estimators of Treatment Effects

32. Machine learning Application in Longitudinal Polycystic Kidney Disease (PKD) Function Prediction

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

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

35. Assessment of Clustering of Cutaneous T-Cell Lymphoma in Metropolitan Atlanta

36. Gene Profile Modeling and Integration for EWOC Phase I Clinical Trial Design While Fully Utilizing All Toxicity Information

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

38. Timing of Neoadjuvant or Adjuvant Chemotherapy to Surgery and Its Impact on Overall Survival among Breast Cancer Patients

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

40. Exploring Bayesian credible intervals for common epidemiologic effect measures based on cross-sectional data

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

42. Neural Network and Calculator for Predicting Breakthrough Febrile Urinary Tract Infections in Children with Primary Vesicoureteral Reflux

43. Integrative Omics Analysis for Amyotrophic Lateral Sclerosis

44. Characterizing the Impact of Integrase Strand-Transfer Inhibitors on Metabolic in Women Living with HIV Using Two Modeling Approaches

45. Studying the Association between Overall Survival and Metastatic Sites by Breast Cancer Subtypes Based on National Cancer Database

46. Discovery of Airway Fluid Proteins Associated with Progressive Lung Disease and Damage in Early Childhood Cystic Fibrosis

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

48. Traditional versus Competing Risks Approaches in the Modeling of Survival Time

49. A Novel Network Connectivity Measure with Application to Multimodal Brain Imaging Study

50. Optimizing Cluster Survey Designs for Trachomatous Inflammation-Follicular in Amhara Region, Ethiopia

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