Skip to content

Home Search Authors Pakistan News Saved

SciRah

SciRah does not host or store research papers. Results come live from free, official scholarly APIs, and every paper links back to its original source.

Data sources

OpenAlex
Semantic Scholar
Crossref
CORE
arXiv
PubMed

Privacy policy Terms of service

Carly A. Bobak · SciRah

Researcher profile · Semantic Scholar

Carly A. Bobak

Share profile

Carly A. Bobak — researcher profile on SciRah

h-index: 12
Works: 33
Citations: 545

Most-cited papers

Distinct Features and Functions of Systemic and Mucosal Humoral Immunity Among SARS-CoV-2 Convalescent Individuals
Savannah E. Butler, Andrew R. Crowley, Harini Natarajan, Shi-Wei Xu +8 more
2021Frontiers in Immunology105 citations Open access
Semantic Scholar
Exhaled human breath analysis in active pulmonary tuberculosis diagnostics by comprehensive gas chromatography-mass spectrometry and chemometric techniques
M. Beccaria, Carly A. Bobak, Boitumelo Maitshotlo, T. Mellors +6 more
2018Journal of Breath Research87 citations Open access
Semantic Scholar
A Large-Scale Internal Validation Study of Unsupervised Virtual Trichrome Staining Technologies on Non-alcoholic Steatohepatitis Liver Biopsies
Joshua J. Levy, Nasim Azizgolshani, M. Andersen, A. Suriawinata +6 more
2020bioRxiv51 citations Open access
Semantic Scholar
Boosting of cross-reactive antibodies to endemic coronaviruses by SARS-CoV-2 infection but not vaccination with stabilized spike
Andrew R. Crowley, Harini Natarajan, A. P. Hederman, Carly A. Bobak +13 more
2021medRxiv44 citations Open access
Semantic Scholar
Increased DNA methylation, cellular senescence and premature epigenetic aging in guinea pigs and humans with tuberculosis
Carly A. Bobak, Abhimanyu, Harini Natarajan, T. Gandhi +12 more
2022Aging41 citations Open access
Semantic Scholar
Breath can discriminate tuberculosis from other lower respiratory illness in children
Carly A. Bobak, Lili Kang, L. Workman, L. Bateman +8 more
2021Scientific Reports40 citations Open access
Semantic Scholar
Comparison of common machine learning models for classification of tuberculosis using transcriptional biomarkers from integrated datasets
Carly A. Bobak, A. Titus, Jane E. Hill
2019Applied Soft Computing31 citations
Semantic Scholar
A New Dimension of Breast Cancer Epigenetics - Applications of Variational Autoencoders with DNA Methylation
A. Titus, Carly A. Bobak, B. Christensen
2018Bioinformatics27 citations Open access
Semantic Scholar
Unsupervised deep learning with variational autoencoders applied to breast tumor genome-wide DNA methylation data with biologic feature extraction
A. Titus, Owen M. Wilkins, Carly A. Bobak, B. Christensen
2018bioRxiv23 citations Open access
Semantic Scholar
Egocentric social networks and smoking among adults with serious mental illness.
K. Aschbrenner, Carly A. Bobak, Emily J. Schneider, J. Naslund +2 more
2018Translational Behavioral Medicine21 citations Open access
Semantic Scholar
Mixed Effects Machine Learning Models for Colon Cancer Metastasis Prediction using Spatially Localized Immuno-Oncology Markers
Joshua J. Levy, Carly A. Bobak, Mustafa Nasir-Moin, Eren M. Veziroglu +6 more
2021bioRxiv15 citations Open access
Semantic Scholar
Raising the stakeholders: Improving patient outcomes through interprofessional collaborations in AI for healthcare
Carly A. Bobak, Marek Svoboda, Kristine A. Giffin, D. Wall +1 more
2020Pacific Symposium on Biocomputing13 citations Open access
Semantic Scholar
Association between regional brain volumes and BMI z-score change over one year in children
Travis D. Masterson, Carly A. Bobak, K. Rapuano, G. Shearrer +1 more
2019PLoS ONE7 citations Open access
Semantic Scholar
Assessment of Imputation Methods for Missing Gene Expression Data in Meta-Analysis of DistinctCohorts of Tuberculosis Patients
Carly A. Bobak, L. McDonnell, M. Nemesure, Justin Lin +1 more
2019Pacific Symposium on Biocomputing6 citations Open access
Semantic Scholar
Constructing within and between hospital physician social networks for modeling physician research participation
Carly A. Bobak, D. Mohan, Megan A. Murphy, Amber E. Barnato +1 more
2023BMC Medical Research Methodology5 citations Open access
Semantic Scholar
Gene Expression in Cord Blood and Tuberculosis in Early Childhood: A Nested Case-Control Study in a South African Birth Cohort
Carly A. Bobak, Maresa Botha, L. Workman, Jane E Hill +5 more
2023Clinical Infectious Diseases5 citations Open access
Semantic Scholar
Sex-specific blood-derived RNA biomarkers for childhood tuberculosis
Preethi Krishnan, Carly A. Bobak, Jane E Hill
2024Scientific Reports4 citations Open access
Semantic Scholar
Investigating Random Forest Classification on Publicly Available Tuberculosis Data to Uncover Robust Transcriptional Biomarkers
Carly A. Bobak, A. Titus, Jane E. Hill
2018International Conference on Health Informatics4 citations Open access
Semantic Scholar
Bridge Category Models: Development of Bayesian Modelling Procedures to Account for Bridge Ordinal Ratings for Disease Staging
Joshua J. Levy, Carly A. Bobak, Nasim Azizgolshani, Michael Andersen +7 more
2021bioRxiv3 citations Open access
Semantic Scholar
An inverse problem for a mathematical model of aquaponic agriculture
Carly A. Bobak, H. Kunze
20173 citations
Semantic Scholar
Modelling an Aquaponic Ecosystem Using Ordinary Differential Equations
Carly A. Bobak, H. Kunze
20163 citations
Semantic Scholar
Estimating the Inter- and Intra-Rater Reliability for NASH Fibrosis Staging in the Presence of Bridge Ordinal Ratings with Hierarchical Bridge Category Models
Joshua J. Levy, Carly A. Bobak, Nasim Azizgolshani, Xiaoying Liu +6 more
2021bioRxiv2 citations Open access
Semantic Scholar
Human Intrigue: Meta-analysis approaches for big questions with big data while shaking up the peer review process.
Carly A. Bobak, Meghan E. Muse, Kristine A. Giffin, D. Williamson +3 more
2021Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing2 citations Open access
Semantic Scholar
Combining multiple sources of relationships in a network to advance understanding of physicians’ beliefs regarding peer-effects
Yifan Zhao, Carly A. Bobak, Megan A. Murphy, Olivia A. Sacks +4 more
2025Health Services & Outcomes Research Methodology1 citations Open access
Semantic Scholar
Defining a core breath profile for healthy, non-human primates
Carly A. Bobak, Keisean Stevenson, Ning Sun, M. Khan +8 more
2024Scientific Reports1 citations Open access
Semantic Scholar
Improving the Virtual Trichrome Assessment through Bridge Category Models
Joshua J. Levy, Carly A. Bobak, Nasim Azizgolshani, Xiaoying Liu +6 more
2021bioRxiv1 citations Open access
Semantic Scholar
The Development and Analysis of a System of Ordinary Di erential Equations to Examine Long-term Stability of an Aquaponic Environment
Carly A. Bobak
20161 citations
Semantic Scholar
Replicability of Differentially Expressed Genes Versus Biological Pathways Biomarkers in Diagnosing Sepsis
Kelsey Winkeler, Carly A. Bobak
2022Bioinformatics0 citations Open access
Semantic Scholar
Corrigendum: Exhaled human breath analysis in active pulmonary tuberculosis diagnostics by comprehensive gas chromatography-mass spectrometry and chemometric techniques (2019 J. Breath Res. 13 016005)
M. Beccaria, Carly A. Bobak, Boitumelo Maitshotlo, T. Mellors +9 more
2022Journal of Breath Research0 citations Open access
Semantic Scholar
GRANDPA: GeneRAtive network sampling using degree and property augmentation applied to the analysis of partially confidential healthcare networks
Carly A. Bobak, Yifan Zhao, Joshua J. Levy, A. O'Malley
2022Applied Network Science0 citations Open access
Semantic Scholar
Mixed effects machine learning on spatially localized immuno-oncology markers for colon metastasis prediction
Joshua J. Levy, Carly A. Bobak, Mustafa Nasir-Moin, Eren M Verizoglu +6 more
20210 citations Open access
Semantic Scholar
Estimating latent positions of actors using Neural Networks in R with GCN4R
Joshua J. Levy, Carly A. Bobak, B. Christensen, L. Vaickus +1 more
2020bioRxiv0 citations Open access
Semantic Scholar
Evaluation of using a collective approach when selecting biomarker features from machine learning models
Carly A. Bobak, Jane E. Hill
2018IEEE International Conference on Bioinformatics and Biomedicine0 citations
Semantic Scholar

Frequent co-authors

Invite them to SciRah by sharing their profile.

B. Christensen×9
Invite
B. Christensen — researcher profile on SciRah
Jane E. Hill×7
Invite
Jane E. Hill — researcher profile on SciRah
Joshua J. Levy×7
Invite
Joshua J. Levy — researcher profile on SciRah
L. Vaickus×7
Invite
L. Vaickus — researcher profile on SciRah

×5

Invite

A. O'Malley — researcher profile on SciRah

Nasim Azizgolshani×4

Invite

Nasim Azizgolshani — researcher profile on SciRah

A. Suriawinata×4

Invite

A. Suriawinata — researcher profile on SciRah

Xiaoying Liu×4

Invite

Xiaoying Liu — researcher profile on SciRah

Invite

M. Lisovsky — researcher profile on SciRah

Invite

Bing Ren — researcher profile on SciRah

James O’Malley×4

Invite

James O’Malley — researcher profile on SciRah

Invite

Jane E Hill — researcher profile on SciRah