Author

Pierre Baldi

University of California, IrvineORCID 0000-0003-0636-7930Unclaimed ORCID profile · follow to get notified of new preprints

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Pierre Baldi2 papers · University of California, Irvine

Biology Disciplines

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Bioinformatics· 1

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Assay:proteomics· 1 Research Focus:variant calling· 1

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David M. RockeiD· 1 shared Gregor UrbaniD· 1 shared John T. HalloraniD· 1 shared

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2020-2020 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

David M. RockeORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintNov 12, 2020

Deep Semi-Supervised Learning Improves Universal Peptide Identification of Shotgun Proteomics Data

John T. Halloran, Gregor Urban, David M. Rocke, Pierre Baldi

This paper demonstrates that deep semi-supervised learning improves peptide identification in shotgun proteomics by recalibrating peptide-spectrum matches more effectively than existing methods.

3 citations

proteomicsdeep learning

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