Author

Alessio Valentini

ORCID 0000-0002-0882-9417Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Assay:protein sequence· 1 Research Focus:sequence-to-function modeling· 1

Frequent Co-Authors

Alexander C. PauliD· 1 shared Michael Romanovich PerelshteiniD· 1 shared Roman EllerbrockiD· 1 shared Swagatam MukhopadhyayiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Alexander C. PaulORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintJun 11, 2026

Sequence-Based Therapeutic Peptide Classification with Augmented Negative Sampling

Roman Ellerbrock, Alessio Valentini, Alexander C. Paul…·Michael Romanovich Perelshtein

This paper introduces a CNN classifier for therapeutic peptide classification using augmented negative sampling, achieving significantly lower false positive rates and competitive performance on external benchmarks.

DOI 10.64898/2026.06.07.730473

protein sequencedeep learning