Author

Aman Virmani

University of Maryland, College Park

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:cell-cell communication· 1 Research Focus:clustering· 1 Research Focus:differential expression· 1 Research Focus:dimensionality reduction· 1 Assay:imaging· 1 Approach:matrix factorization· 1 Organism:rat· 1

Frequent Co-Authors

Alison J. ScottiD· 1 shared Behtash BabadiiD· 1 shared Kasun PathirageiD· 1 shared Pamela AbshireiD· 1 shared Reza Ghodssi AiD· 1 shared Richard J. TraubiD· 1 shared Robert K. ErnstiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

Alison J. ScottORCID

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1 paper

Recent·Most cited

Interpretable dimensionality reduction and classification of mass spectrometry imaging data in a visceral pain model via non-negative matrix factorization

Kasun Pathirage, Aman Virmani, Alison J. Scott, Richard J. Traub, Robert K. Ernst, Reza Ghodssi A, Behtash Babadi, Pamela Abshire

This paper applies non-negative matrix factorization to reduce and classify mass spectrometry imaging data in a visceral pain model, achieving high accuracy in distinguishing pain conditions.

PLoS ONE · Oct 10, 2024Peer-reviewedBioinformatics