Author

Derek Papalegis

Cell Signaling Technology (United States)

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

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Assay:bulk RNA-seq· 1 Research Focus:clustering· 1 Research Focus:dimensionality reduction· 1 Assay:imaging· 1 Approach:matrix factorization· 1 Assay:proteomics· 1 Assay:scRNA-seq· 1 Approach:statistical model· 1

Frequent Co-Authors

Andrei V. ChernysheviD· 1 shared C. SchilleriD· 1 shared Claire M. Simpson· 1 shared Connor MeehaniD· 1 shared Darya Yu. OrlovaiD· 1 shared Denis SchapiroiD· 1 shared Devon James EddinsiD· 1 shared Eliver GhosniD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Andrei V. ChernyshevORCID

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1 paper

Recent·Most cited

Lifting the curse from high dimensional data: Automated projection pursuit clustering for the variety of biological data modalities

Claire M. Simpson, Evgeniy Tabatsky, Zainab Rahil, Devon James Eddins, Sasha L. Tkachev, Florian Georgescauld, Derek Papalegis, Martin Culka, Tyler M. Levy, Ivan V. Gregoretti, Connor Meehan, C. Schiller, Kresimir Bestak, Denis Schapiro, Andrei V. Chernyshev, , Darya Yu. Orlova

The paper introduces APP, a clustering method that reduces high-dimensional biological data to lower dimensions to improve clustering performance across multiple data types.

GigaScience · Jan 1, 2025Peer-reviewedBioinformatics