Carly A. Bobak

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 8

Top Topics

Machine Learning Models

Top Venues

Publications

Carly A. Bobak, Yifan Zhao, Joshua J. Levy, A. James O'Malley
GRANDPA: GeneRAtive network sampling using degree and property augmentation applied to the analysis of partially confidential healthcare networks. Appl. Netw. Sci. 8 (1) (2023)
Kelsey Winkeler, Carly A. Bobak
Replicability of Differentially Expressed Genes Versus Biological Pathways Biomarkers in Diagnosing Sepsis. BIOINFORMATICS (2022)
Carly A. Bobak, Marek Svoboda, Kristine A. Giffin, Dennis P. Wall, Jason H. Moore
Raising the stakeholders: Improving patient outcomes through interprofessional collaborations in AI for healthcare. PSB (2021)
Carly A. Bobak, Lauren McDonnell, Matthew D. Nemesure, Justin Lin, Jane E. Hill
Assessment of Imputation Methods for Missing Gene Expression Data in Meta-Analysis of DistinctCohorts of Tuberculosis Patients. PSB (2020)
Carly A. Bobak, Alexander J. Titus, Jane E. Hill
Comparison of common machine learning models for classification of tuberculosis using transcriptional biomarkers from integrated datasets. Appl. Soft Comput. 74 (2019)
Carly A. Bobak, Jane E. Hill
Evaluation of using a collective approach when selecting biomarker features from machine learning models. BIBM (2018)
Alexander J. Titus, Carly A. Bobak, Brock C. Christensen
A New Dimension of Breast Cancer Epigenetics - Applications of Variational Autoencoders with DNA Methylation. BIOINFORMATICS (2018)
Carly A. Bobak, Alexander J. Titus, Jane E. Hill
Investigating Random Forest Classification on Publicly Available Tuberculosis Data to Uncover Robust Transcriptional Biomarkers. HEALTHINF (2018)