Evaluation of using a collective approach when selecting biomarker features from machine learning models. - Carly A. Bobak; Jane E. Hill (BIBM, 2018)

Investigating Random Forest Classification on Publicly Available Tuberculosis Data to Uncover Robust Transcriptional Biomarkers. - Carly A. Bobak; Alexander J. Titus; Jane E. Hill (HEALTHINF, 2018)

Comparison of common machine learning models for classification of tuberculosis using transcriptional biomarkers from integrated datasets. - Carly A. Bobak; Alexander J. Titus; Jane E. Hill (Appl. Soft Comput., 2019)

Assessment of Imputation Methods for Missing Gene Expression Data in Meta-Analysis of DistinctCohorts of Tuberculosis Patients. - Carly A. Bobak; Lauren McDonnell; Matthew D. Nemesure; Justin Lin; Jane E. Hill (PSB, 2020)