Author

John Joseph Ferrie

Laboratoire Adhésion et inflammationORCID 0000-0001-7934-7266Unclaimed ORCID profile · follow to get notified of new preprints

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Bioinformatics· 1

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Approach:contrastive learning· 1 Assay:protein sequence· 1 Research Focus:protein structure prediction· 1

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Andrew Apicello· 1 shared Carter A. MitchelliD· 1 shared Sam G. GiannakouliasiD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

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1 shared paperBioinformatics

Andrew Apicello

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintSep 1, 2023

Prot-SCL: State Of The Art Prediction Of Protein Subcellular Localization From Primary Sequence Using Contrastive Learning

Sam G. Giannakoulias, John Joseph Ferrie, Andrew Apicello, Carter A. Mitchell

This study introduces Prot-SCL, a self-supervised machine learning method for predicting protein subcellular localization from primary sequence, achieving strong performance on both validation and testing sets.

DOI 10.1101/2023.09.01.555932

protein sequencecontrastive learning

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