Index Catalog // Emory Theses and Dissertations

1. 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

2. 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

3. 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

4. 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

5. Adaptation of Mixture Cure Model in Estimating Incidence and Latency for Major Depressive Disorder

Student Name:: Huo, Xingyue
Date Uploaded:: 04/09/2019
Research Field:: Statistics
Department or Specialty:: Biostatistics

6. 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

7. 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

8. 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

9. Estimating associations between high temperature and emergency department visits in six US cities with the use of 1-kilometer temperature products

Student Name:: Thomas, Nikita
Date Uploaded:: 04/17/2020
Research Field:: Environmental Health and Statistics
Department or Specialty:: Biostatistics

10. 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

11. 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

12. 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

13. 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

14. K-mer Based Clustering for UMI Single Cell RNA-seq Data

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

15. An Application of Bayesian Additive Regression Trees (BART) to Estimate Daily Concentrations of PM2.5 Components in California

Student Name:: Zhang, Tianyu
Date Uploaded:: 04/22/2020
Research Field:: Statistics
Department or Specialty:: Biostatistics

16. 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

17. Estimating variabilities of toxicological endpoints of concerns to the Agency for Toxic Substances and Disease Registry (ATSDR)

Student Name:: Siwakoti, Ram
Date Uploaded:: 04/10/2019
Research Field:: Environmental Health
Department or Specialty:: Biostatistics

18. 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

19. 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

20. 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

21. 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

22. Investigation of relationship between psychosocial profile and cardiovascular health among African Americans

Student Name:: Jiang, Huige
Date Uploaded:: 04/16/2020
Research Field:: Statistics and Psychology, Social
Department or Specialty:: Biostatistics

23. Investigation of Multiple Biomarkers in Predicting the Disease Free Survival and Overall Survival among Head and Neck Cancer Patients

Student Name:: Zhao, Bokai
Date Uploaded:: 04/08/2019
Research Field:: Statistics, Health Sciences, Medicine and Surgery, and Biology, Cell
Department or Specialty:: Biostatistics

24. Estimating and Comparing immune cell infiltration in cancer

Student Name:: Jinjing He
Date Uploaded:: 04/20/2020
Research Field:: Biology, Bioinformatics and Biology, Cell
Department or Specialty:: Biostatistics

25. 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

26. Inference and Prediction of Atypical Response to Major Depressive Disorder Treatment with C-Reactive Protein and Interleukin-6 Inflammatory Markers

Student Name:: Smith, Madoc
Date Uploaded:: 04/15/2020
Research Field:: Statistics, Health Sciences, Mental Health, and Psychology, Clinical
Department or Specialty:: Biostatistics

27. 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

28. 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

29. 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

30. 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

31. 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

32. 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

33. 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

34. 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

35. Statistical Analysis for validating and improving the staging system for breast cancer

Student Name:: Zhang, Yiran
Date Uploaded:: 04/09/2018
Research Field:: Statistics
Department or Specialty:: Biostatistics

36. 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

37. 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

38. Latent Class Analysis for PTSD Subtype Discovery

Student Name:: Suthaharan, Praveen
Date Uploaded:: 04/09/2019
Research Field:: Statistics
Department or Specialty:: Biostatistics

39. 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

40. Estimating Optimal Inpatient Treatment for Type 2 Diabetes

Student Name:: Zhang, Yuchen
Date Uploaded:: 04/21/2021
Research Field:: Health Sciences, Medicine and Surgery
Department or Specialty:: Biostatistics

41. 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

42. Sub-tissue type eQTL analysis of GTEx data

Student Name:: Yu, Qi
Date Uploaded:: 04/24/2020
Research Field:: Biology, Bioinformatics
Department or Specialty:: Biostatistics

43. 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

44. 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

45. 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

46. 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

47. 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

48. 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

49. 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

50. 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

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Search Results

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

2. Integrative Omics Analysis for Amyotrophic Lateral Sclerosis

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

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

5. Adaptation of Mixture Cure Model in Estimating Incidence and Latency for Major Depressive Disorder

6. Applying Weighted Random Forest Algorithm on Metabolic Pathways Selection

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

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

9. Estimating associations between high temperature and emergency department visits in six US cities with the use of 1-kilometer temperature products

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

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

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

13. 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

14. K-mer Based Clustering for UMI Single Cell RNA-seq Data

15. An Application of Bayesian Additive Regression Trees (BART) to Estimate Daily Concentrations of PM2.5 Components in California

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

17. Estimating variabilities of toxicological endpoints of concerns to the Agency for Toxic Substances and Disease Registry (ATSDR)

18. Comparison of Methods for Two Crossing Survival Curves

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

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

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

22. Investigation of relationship between psychosocial profile and cardiovascular health among African Americans

23. Investigation of Multiple Biomarkers in Predicting the Disease Free Survival and Overall Survival among Head and Neck Cancer Patients

24. Estimating and Comparing immune cell infiltration in cancer

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

26. Inference and Prediction of Atypical Response to Major Depressive Disorder Treatment with C-Reactive Protein and Interleukin-6 Inflammatory Markers

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

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

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

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

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

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

33. 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

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

35. Statistical Analysis for validating and improving the staging system for breast cancer

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

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

38. Latent Class Analysis for PTSD Subtype Discovery

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

40. Estimating Optimal Inpatient Treatment for Type 2 Diabetes

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

42. Sub-tissue type eQTL analysis of GTEx data

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

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

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

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

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

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

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

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

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