Author

Aadi Gannavaram

Center for Biologics Evaluation and Research

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Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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

Frequent Co-Authors

Lance A. LiottaiD· 1 shared Marissa Howard· 1 shared Padmanabhan SeshaiyeriD· 1 shared Rahul PauliD· 1 shared Spyros KaraiskosiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Lance A. LiottaORCID

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1 paper

Recent·Most cited

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

Aadi Gannavaram, Rahul Paul, Spyros Karaiskos, Marissa Howard, Lance A. Liotta, 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.

bioRxiv · Oct 11, 2024 · PreprintBioinformatics