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. 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

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

51. Estimation of Persistent Organic Pollutants (POPs) in Fish Collected at Sapelo Island, GA: Statistical Methods Using Left Censored Data

Student Name:: Mateja, Allyson
Date Uploaded:: 04/09/2019
Research Field:: Environmental Health and Biology, Biostatistics
Department or Specialty:: Biostatistics

52. Detecting differentially expressed genes when there is no replicate: a Bayesian inference with historical data-based informative priors

Student Name:: Chen, Wanqi
Date Uploaded:: 04/09/2019
Research Field:: Biology, Bioinformatics and Biology, Biostatistics
Department or Specialty:: Biostatistics

53. The Analysis of 2x2 Crossover Design with Repeated Baseline Measurement within Period

Student Name:: Zhao, Yixuan
Date Uploaded:: 04/09/2019
Research Field:: Health Sciences, Public Health and Biology, Biostatistics
Department or Specialty:: Biostatistics

54. Assessing Impacts of Strain and Bedding type of Mice on Ambulation in Circadian Rhythm Test by Applying Linear and non-Linear Mixed Model, Poisson Mixed Model and Zero-Inflated Poisson Mixed Model

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

55. Applying Weighted Random Forest Algorithm on Metabolic Pathways Selection

Student Name:: Xiao, Yi
Date Uploaded:: 04/09/2019
Research Field:: Biology, Bioinformatics and Biology, Biostatistics
Department or Specialty:: Biostatistics

56. Impact of uncommon genomic alterations on outcomes in metastatic colorectal cancer patients

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

57. Factors Associated with Anemia among Adolescents

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

58. Cell Type–specific Gene Expression and DNA Methylation Differences in Complex Tissues

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

59. A landscape of treatment options and survivorship for non-small cell lung cancer by Stage and Age.

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

60. 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

61. Assessment of diagnostic accuracy after biomarker combination in the same study: The issue of over-optimism and potential solutions

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

62. Effect of Lipid-Lowering Therapy on Epicardial Adipose Tissue Radiodensity in Hyperlipidemic Post-Menopausal Women

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

63. The utilization of concurrent immunotherapy and its impact on overall survival among late-stage melanoma patients treated by surgery: a query on the National Cancer Database

Student Name:: Li, Yiman
Date Uploaded:: 04/08/2019
Research Field:: Biology, Biostatistics
Department or Specialty:: Biostatistics

64. Predicting Combined Chemotherapeutic Agents’ Efficacy Synergy via Multiple Regression Models and Cross Validation Technique, Upon Inter-Patient and Intra-Patient Levels

Student Name:: Zhang, Xiaozhu
Date Uploaded:: 04/08/2019
Research Field:: Biology, Biostatistics
Department or Specialty:: Biostatistics

65. Evaluation of Propensity Score Matching Techniques on Overall Survival using the National Cancer Data Base

Student Name:: Zhong, Luer
Date Uploaded:: 04/08/2019
Research Field:: Biology, Biostatistics
Department or Specialty:: Biostatistics

66. 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

67. Effect of 5-FU Bolus on Survival in Patients with Metastatic Colorectal Cancer Treated with Combination Chemotherapy

Student Name:: Yang, Chenyue
Date Uploaded:: 04/04/2019
Research Field:: Statistics, Biology, Biostatistics, and Health Sciences, Pharmacology
Department or Specialty:: Biostatistics

68. 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

69. Comparison of Methods for Two Crossing Survival Curves

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

70. Evaluation of agreement measures among groups of raters with an application to the interpretation of kidney obstruction.

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

71. Examining an Impact of Peer Comparison Intervention on Vancomycin Utilization Using Interrupted Time Series Model, Negative Binomial Random Intercept Model, and Linear Mixed Model with AR(1) Covariance Structure

Student Name:: Yoo, Young Moo
Date Uploaded:: 04/09/2018
Research Field:: Biology, Biostatistics and Health Sciences, Pharmacology
Department or Specialty:: Biostatistics

72. Introduction to Survival Analysis Methods in the Presence of Competing Risks

Student Name:: Gebhardt, Emily
Date Uploaded:: 04/09/2018
Research Field:: Health Sciences, Public Health, Applied Mathematics, and Biology, Biostatistics
Department or Specialty:: Biostatistics

73. 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

74. Development and Evaluation of Concavity-Respecting ROC Curve Estimators

Student Name:: Zhao, Xiwen
Date Uploaded:: 04/08/2018
Research Field:: Biology, Biostatistics
Department or Specialty:: Biostatistics

75. An exploration of time series models and their application to functional magnetic resonance imaging

Student Name:: Liang, Mingrui
Date Uploaded:: 04/05/2018
Research Field:: Biology, Biostatistics
Department or Specialty:: Biostatistics

76. Developing a Five-Biomarker Risk Score for Estimating Five-Year Risk of Myocardial Infarction or Death in a Sample of Subjects that Underwent Cardiac Catheterization

Student Name:: Naioti, Eric
Date Uploaded:: 04/02/2018
Research Field:: Health Sciences, Public Health, Biology, Biostatistics, and Health Sciences, General
Department or Specialty:: Biostatistics

77. Assess Balance of Covariates after Propensity Score as Covariate Adjustment: SAS® macro Development and Application

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

78. 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

Search Constraints

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

51. Estimation of Persistent Organic Pollutants (POPs) in Fish Collected at Sapelo Island, GA: Statistical Methods Using Left Censored Data

52. Detecting differentially expressed genes when there is no replicate: a Bayesian inference with historical data-based informative priors

53. The Analysis of 2x2 Crossover Design with Repeated Baseline Measurement within Period

54. Assessing Impacts of Strain and Bedding type of Mice on Ambulation in Circadian Rhythm Test by Applying Linear and non-Linear Mixed Model, Poisson Mixed Model and Zero-Inflated Poisson Mixed Model

55. Applying Weighted Random Forest Algorithm on Metabolic Pathways Selection

56. Impact of uncommon genomic alterations on outcomes in metastatic colorectal cancer patients

57. Factors Associated with Anemia among Adolescents

58. Cell Type–specific Gene Expression and DNA Methylation Differences in Complex Tissues

59. A landscape of treatment options and survivorship for non-small cell lung cancer by Stage and Age.

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

61. Assessment of diagnostic accuracy after biomarker combination in the same study: The issue of over-optimism and potential solutions

62. Effect of Lipid-Lowering Therapy on Epicardial Adipose Tissue Radiodensity in Hyperlipidemic Post-Menopausal Women

63. The utilization of concurrent immunotherapy and its impact on overall survival among late-stage melanoma patients treated by surgery: a query on the National Cancer Database

64. Predicting Combined Chemotherapeutic Agents’ Efficacy Synergy via Multiple Regression Models and Cross Validation Technique, Upon Inter-Patient and Intra-Patient Levels

65. Evaluation of Propensity Score Matching Techniques on Overall Survival using the National Cancer Data Base

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

67. Effect of 5-FU Bolus on Survival in Patients with Metastatic Colorectal Cancer Treated with Combination Chemotherapy

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

69. Comparison of Methods for Two Crossing Survival Curves

70. Evaluation of agreement measures among groups of raters with an application to the interpretation of kidney obstruction.

71. Examining an Impact of Peer Comparison Intervention on Vancomycin Utilization Using Interrupted Time Series Model, Negative Binomial Random Intercept Model, and Linear Mixed Model with AR(1) Covariance Structure

72. Introduction to Survival Analysis Methods in the Presence of Competing Risks

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

74. Development and Evaluation of Concavity-Respecting ROC Curve Estimators

75. An exploration of time series models and their application to functional magnetic resonance imaging

76. Developing a Five-Biomarker Risk Score for Estimating Five-Year Risk of Myocardial Infarction or Death in a Sample of Subjects that Underwent Cardiac Catheterization

77. Assess Balance of Covariates after Propensity Score as Covariate Adjustment: SAS® macro Development and Application

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