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. 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

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 or Specialty:: 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 or Specialty:: 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 or Specialty:: 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 or Specialty:: Biostatistics

7. 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 or Specialty:: Biostatistics

8. 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 or Specialty:: Biostatistics

9. 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

10. 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 or Specialty:: Biostatistics

11. 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

12. 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

13. 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

14. 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

15. 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 or Specialty:: Biostatistics

16. 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 or Specialty:: Biostatistics

17. 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

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

Student Name:: Liu, Yajie
Date Uploaded:: 04/11/2022
Research Field:: Biology, Bioinformatics and Biology, Biostatistics
Department or Specialty:: Biostatistics

19. 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

20. 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

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

Student Name:: Li, Yiheng
Date Uploaded:: 07/07/2021
Research Field:: Biology, Neuroscience, Statistics, and Biology, Biostatistics
Department or Specialty:: Biostatistics

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

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

23. 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

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

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

25. 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 or Specialty:: Biostatistics

26. 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

27. 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

28. 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 or Specialty:: Biostatistics

29. Evaluation of color space transformations in separating anemia vs control subjects

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

30. 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

31. 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 or Specialty:: Biostatistics

32. Evaluation of the impact of DNA Sequence Variations on in vivo Transcription Factor Binding Affinity

Student Name:: Jiang, Jiahui
Date Uploaded:: 04/25/2021
Research Field:: Biology, Bioinformatics and Biology, Biostatistics
Department or Specialty:: Biostatistics

33. 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 or Specialty:: Biostatistics

34. 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 or Specialty:: Biostatistics

35. 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

36. A Propensity Score Matching Analysis of Selected Maternal Sexually Transmitted Diseases and Preterm Birth in the United States, 2016 to 2018

Student Name:: Cao, Yichun
Date Uploaded:: 04/28/2020
Research Field:: Health Sciences, Epidemiology and Biology, Biostatistics
Department or Specialty:: Biostatistics

37. 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 or Specialty:: Biostatistics

38. Effect of Surveillance Imaging in Relapse Detection on Survival of Patients with Follicular Lymphoma

Student Name:: Wang, Zhuowei
Date Uploaded:: 04/24/2020
Research Field:: Biology, Biostatistics
Department or Specialty:: Biostatistics

39. The Effect of Radiation on Overall Survival among Metastatic Prostate Cancer Patients treated by ADT as the first-line treatment

Student Name:: Zhou, Jingru
Date Uploaded:: 04/24/2020
Research Field:: Biology, Biostatistics
Department or Specialty:: Biostatistics

40. 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 or Specialty:: Biostatistics

41. Applying Genome-Wide Association Study to Analyze Novel Variants That Potentially Relate to Alzheimer’s Disease

Student Name:: Zhang, Lidan
Date Uploaded:: 04/24/2020
Research Field:: Biology, Genetics, Biology, Bioinformatics, and Biology, Biostatistics
Department or Specialty:: Biostatistics

42. 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 or Specialty:: Biostatistics

43. 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 or Specialty:: Biostatistics

44. 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 or Specialty:: Biostatistics

45. 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 or Specialty:: Biostatistics

46. Comparison of Oral Metolazone versus Oral Chlorothiazide in Patients with Acute Decompensated Heart Failure with Loop Diuretic Resistance

Student Name:: Wang, Xiao
Date Uploaded:: 04/22/2020
Research Field:: Biology, Biostatistics
Department or Specialty:: Biostatistics

47. The impact of quality control exclusion criteria on functional connectivity in children with neurodevelopmental disorders

Student Name:: Wang, Liwei
Date Uploaded:: 04/22/2020
Research Field:: Biology, Biostatistics
Department or Specialty:: Biostatistics

48. 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 or Specialty:: Biostatistics

49. Sensitivity and Uncertainty Analysis for Two-Stream Capture-Recapture in Epidemiological Surveillance

Student Name:: Chen, Jiandong
Date Uploaded:: 04/21/2020
Research Field:: Biology, Biostatistics and Health Sciences, Epidemiology
Department or Specialty:: Biostatistics

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

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

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

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

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

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

13. Selection bias and permutation tests in fMRI

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

29. Evaluation of color space transformations in separating anemia vs control subjects

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

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

32. Evaluation of the impact of DNA Sequence Variations on in vivo Transcription Factor Binding Affinity

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

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

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

36. A Propensity Score Matching Analysis of Selected Maternal Sexually Transmitted Diseases and Preterm Birth in the United States, 2016 to 2018

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

38. Effect of Surveillance Imaging in Relapse Detection on Survival of Patients with Follicular Lymphoma

39. The Effect of Radiation on Overall Survival among Metastatic Prostate Cancer Patients treated by ADT as the first-line treatment

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

41. Applying Genome-Wide Association Study to Analyze Novel Variants That Potentially Relate to Alzheimer’s Disease

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

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

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

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

46. Comparison of Oral Metolazone versus Oral Chlorothiazide in Patients with Acute Decompensated Heart Failure with Loop Diuretic Resistance

47. The impact of quality control exclusion criteria on functional connectivity in children with neurodevelopmental disorders

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

49. Sensitivity and Uncertainty Analysis for Two-Stream Capture-Recapture in Epidemiological Surveillance

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

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