Author

Padmanabhan Seshaiyer

George Mason UniversityORCID 0000-0002-4303-4636Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Research Focus:differential expression· 1 Approach:machine learning (classical)· 1 Assay:metabolomics· 1 Organism:mouse· 1

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Aadi Gannavaram· 1 shared Lance A. LiottaiD· 1 shared Marissa Howard· 1 shared Rahul PauliD· 1 shared Spyros KaraiskosiD· 1 shared

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2024-2024 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Aadi Gannavaram

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintOct 11, 2024

Application of Ensemble Machine Learning to Metabolomic Data Identifies Metabolites Associated with Macrophage Polarization

Aadi Gannavaram, Rahul Paul, Spyros Karaiskos…·Padmanabhan Seshaiyer

The paper uses ensemble machine learning on metabolomic data to identify fatty acid metabolites associated with macrophage polarization into anti-tumor M1 or pro-tumor M2 states.

DOI 10.1101/2024.10.11.617846

mousemetabolomics

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