Index Catalog // Emory Theses and Dissertations

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Filtering by: Department / Specialty Biostatistics Keyword Machine Learning

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1. 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

2. 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

3. 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

4. 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

5. 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

6. 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

7. 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

8. Bagging for the highly adaptive lasso

Student Name:: Yu, Haoyong
Date Uploaded:: 04/15/2020
Research Field:: Biology, Biostatistics
Department or Specialty:: Biostatistics

9. Identifying land use and meteorological factors associated with the ratio of personal PM2.5 exposures versus ambient concentration in a panel of college students

Student Name:: Mohanty, Sarita
Date Uploaded:: 04/15/2020
Research Field:: Statistics, Biology, Biostatistics, and Environmental Studies
Department or Specialty:: Biostatistics

10. Network-Based Machine Learning Methods for Omics Data

Student Name:: Kong, Yunchuan
Date Uploaded:: 02/27/2020
Research Field:: Biology, Bioinformatics, Statistics, and Computer Science
Department or Specialty:: Biostatistics