Author

Karen D. Fairchild

University of VirginiaORCID 0000-0002-1081-8741Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Signature Assays, Organisms & Methods

Click to filter · or open tag

Approach:statistical model· 4 Research Focus:benchmarking· 2 Research Focus:differential expression· 2 Organism:human· 2 Assay:imaging· 2 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Research Focus:gene regulatory network inference· 1

Frequent Co-Authors

Justin C. NiestroyiD· 3 shared Mohammad Sadnan Al ManiriD· 3 shared Douglas E. LakeiD· 2 shared Joseph Randall MoormaniD· 2 shared Maxwell Adam LevinsoniD· 2 shared Anna E YoungkiniD· 1 shared Brynne SullivaniD· 1 shared Cara Grady· 1 shared

Activity by Year

2021-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 18 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

3 shared papersBioinformatics

Justin C. NiestroyORCID

Mutual co-authors in cluster

Author profile →

4 papers

Recent·Most cited

ALE Meta-Analysis Reveals Neural Substrates for the Impact of Prematurity on Executive Functioning in Children and Adults

Anna E Youngkin, Gabriella Snetkov, Cara Grady, Meghan H. Puglia, Katheryn F. Frazier, Kevin Archer Pelphrey, Karen D. Fairchild, Howard P. Goodkin, Tanya M. Evans

This paper conducts a meta-analysis of fMRI data to compare neural activation during executive function tasks between preterm and full-term children and adults, finding age-specific differences in brain network engagement.

bioRxiv · Jun 24, 2025 · PreprintNeuroscience

The FAIRSCAPE AI-readiness Framework for Biomedical Research

Mohammad Sadnan Al Manir, Melanie Levinson, Justin C. Niestroy, Christopher Churas, Nathan C. Sheffield, Brynne Sullivan, Karen Fairchild, Monica Munoz-Torres, Sarah J. Ratcliffe, Jillian A. Parker, Trey E. Ideker, Timothy Clark

The paper introduces FAIRSCAPE, a framework for packaging biomedical datasets with metadata to enhance AI-readiness, explainability, and FAIR compliance.

bioRxiv · Dec 23, 2024 · PreprintBioinformatics

Discovery of signatures of fatal neonatal illness in vital signs using highly comparative time-series analysis

Justin C. Niestroy, Joseph Randall Moorman, Maxwell Adam Levinson, Sadnan Al Manir, Timothy W. Clark, Karen D. Fairchild, Douglas E. Lake

The paper uses time-series analysis on NICU vital signs to identify features predicting all-cause mortality within 7 days, finding five algorithms that outperform others with an AUC of 0.83.

npj Digital Medicine · Jan 17, 2022Peer-reviewedBioinformatics

FAIRSCAPE: A Framework for FAIR and Reproducible Biomedical Analytics

Maxwell Adam Levinson, Justin C. Niestroy, Sadnan Al Manir, Karen D. Fairchild, Douglas E. Lake, Joseph Randall Moorman, Timothy Clark

FAIRSCAPE provides a framework for creating FAIR and reproducible biomedical analytics by generating machine-interpretable provenance metadata for computational results.

Neuroinformatics · Jul 15, 2021Peer-reviewedBioinformatics