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. 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

48. 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

49. 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 or Specialty:: Biostatistics

50. New Statistical Methods for Analyzing Microbiome Data

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

51. 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 or Specialty:: Biostatistics

52. 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 or Specialty:: Biostatistics

53. 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 or Specialty:: Biostatistics

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

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

55. 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

56. 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

57. 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, Bioinformatics, and Biology, Biostatistics
Department or Specialty:: Biostatistics

58. 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:: Health Sciences, Nutrition and Biology, Biostatistics
Department or Specialty:: Biostatistics

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

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

60. 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 or Specialty:: Biostatistics

61. 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 or Specialty:: Biostatistics

62. 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

63. 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:: Health Sciences, Public Health, Health Sciences, Nutrition, and Biology, Biostatistics
Department or Specialty:: Biostatistics

64. 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, Bioinformatics, and Biology, Biostatistics
Department or Specialty:: Biostatistics

65. 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

66. Selection bias and permutation tests in fMRI

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

67. 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

68. 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, Bioinformatics, and Biology, Biostatistics
Department or Specialty:: Biostatistics

69. 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, Bioinformatics and Biology, Biostatistics
Department or Specialty:: Biostatistics

70. 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

71. 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

72. 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 or Specialty:: Biostatistics

73. 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

74. 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

75. Statistical Methods for Analyzing Microbiome Data

Student Name:: Zhu, Zhengyi
Date Uploaded:: 10/22/2022
Research Field:: Biology, Biostatistics
Department or Specialty:: Biostatistics

76. Probabilistic clustering of complex biomarker data for Alzheimer’s Disease

Student Name:: Tian, Ganzhong
Date Uploaded:: 08/04/2022
Research Field:: Statistics, Health Sciences, Aging, and Biology, Biostatistics
Department or Specialty:: Biostatistics

77. Statistical Methods for Analyzing Compositional Human Microbiome Data

Student Name:: Hu, Yingtian
Date Uploaded:: 07/28/2022
Research Field:: Biology, Biostatistics and Statistics
Department or Specialty:: Biostatistics

78. Statistical Methods for Mediation Analysis of Omics Data

Student Name:: Lane, Andrea
Date Uploaded:: 06/28/2022
Research Field:: Statistics and Health Sciences, Public Health
Department or Specialty:: Biostatistics

79. Brain Network-Based Statistical Approaches for Neuroimaging Data

Student Name:: Ming, Jin
Date Uploaded:: 04/22/2022
Research Field:: Biology, Neuroscience and Biology, Biostatistics
Department or Specialty:: Biostatistics

80. Prediction Approaches for High-dimensional and Complex Neuroimaging Data

Student Name:: Ma, Xin
Date Uploaded:: 04/18/2022
Research Field:: Statistics and Biology, Biostatistics
Department or Specialty:: Biostatistics

81. Improvements in statistical machine learning for current problems in public health

Student Name:: Wu, Ziyue
Date Uploaded:: 04/13/2022
Research Field:: Health Sciences, Public Health, Health Sciences, Health Care Management, and Statistics
Department or Specialty:: Biostatistics

82. 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

83. 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

84. Integrate Proteomics Data with GWAS Summary data for Studying Alzheimer’s Disease by Nonparametric Bayesian Method

Student Name:: Tingyang, Hu
Date Uploaded:: 04/11/2022
Research Field:: Statistics and Biology, Genetics
Department or Specialty:: Biostatistics

85. 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

86. 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

87. Relaxed Conditional Bootstrap Inference for Sparse Data Under a Rectangular Array Embedding

Student Name:: Aiyedipe, Samuel
Date Uploaded:: 04/07/2022
Research Field:: Statistics
Department or Specialty:: Biostatistics

88. Ambient Air Pollution Estimation Using Bayesian Hierarchical Models

Student Name:: Murray, Nancy
Date Uploaded:: 11/19/2021
Research Field:: Health Sciences, Epidemiology, Statistics, and Health Sciences, Public Health
Department or Specialty:: Biostatistics

89. Topics in Data Integration Methods for Neuroimaging and Generalized Additive Mixed Models for Ambulatory Blood Pressure Curves and Psychosocial Stressors

Student Name:: Murden, Raphiel
Date Uploaded:: 07/27/2021
Research Field:: Biology, Biostatistics and Statistics
Department or Specialty:: Biostatistics

90. Flexible Methods to Incorporate Covariates in Latent Class Analysis

Student Name:: Kim, Grace
Date Uploaded:: 07/25/2021
Research Field:: Statistics
Department or Specialty:: Biostatistics

91. New Statistical Methods for Complex Survival Analysis Problems

Student Name:: Wei, Bo
Date Uploaded:: 07/23/2021
Research Field:: Biology, Biostatistics and Statistics
Department or Specialty:: Biostatistics

92. Latent Class Methods for Complex Chronic Disease Data

Student Name:: Fei, Teng
Date Uploaded:: 07/20/2021
Research Field:: Biology, Biostatistics and Statistics
Department or Specialty:: Biostatistics

93. 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

94. The effect of ambient air pollution on term birth weight and preterm birth in Kansas, 2005-2013

Student Name:: Yoo, Sodahm
Date Uploaded:: 04/26/2021
Research Field:: Statistics, Health Sciences, Epidemiology, and Environmental Health
Department or Specialty:: Biostatistics

95. 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

96. 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:: Health Sciences, Epidemiology and Biology, Biostatistics
Department or Specialty:: Biostatistics

97. 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

98. 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

99. 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

100. Transcriptome Sequencing of Peripheral Blood Reveals Distinct Expression Landscapes of COVID-19 and MIS-C Patients

Student Name:: Guo, Nanxi
Date Uploaded:: 04/26/2021
Research Field:: Biology, Bioinformatics
Department or Specialty:: Biostatistics

Search Constraints

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

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

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

50. New Statistical Methods for Analyzing Microbiome Data

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

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

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

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

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

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

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

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

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

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

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

62. Clustering the Liver Measures of Women Living with HIV

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

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

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

66. Selection bias and permutation tests in fMRI

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

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

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

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

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

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

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

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

75. Statistical Methods for Analyzing Microbiome Data

76. Probabilistic clustering of complex biomarker data for Alzheimer’s Disease

77. Statistical Methods for Analyzing Compositional Human Microbiome Data

78. Statistical Methods for Mediation Analysis of Omics Data