Author

Melanie Levinson

University of VirginiaORCID 0000-0002-7104-5586Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Bioinformatics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:benchmarking· 1 Approach:statistical model· 1

Frequent Co-Authors

Brynne SullivaniD· 1 shared Christopher ChurasiD· 1 shared Jillian A. ParkeriD· 1 shared Justin C. NiestroyiD· 1 shared Karen FairchildiD· 1 shared Mohammad Sadnan Al ManiriD· 1 shared Monica Munoz-TorresiD· 1 shared Nathan C. SheffieldiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 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

1 shared paperBioinformatics

Brynne SullivanORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

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