Author

Laura Treu

University of PaduaORCID 0000-0002-5053-4452Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:differential expression· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Assay:metagenomics· 1 Assay:protein sequence· 1 Approach:statistical model· 1

Frequent Co-Authors

Stefano CampanaroiD· 2 shared Almut HeinkeniD· 1 shared Arianna BasileiD· 1 shared Edoardo BizzottoiD· 1 shared Giorgio ValleiD· 1 shared Guido ZampieriiD· 1 shared Ines ThieleiD· 1 shared Johannes HerteliD· 1 shared

Activity by Year

2022-2023 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 27 mutual co-author links

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2 shared papersBioinformatics

Stefano CampanaroORCID

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2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintOct 4, 2023

Classification of bioactive peptides: a comparative analysis of models and encodings

Edoardo Bizzotto, Guido Zampieri, Laura Treu…·Stefano Campanaro

The paper develops a classification tool for bioactive peptides by testing multiple encoding methods and machine learning models on a comprehensive dataset of peptides from microbial fermentation.

DOI 10.1101/2023.10.04.560809

protein sequencemachine learning (classical)

Systems BiologybioRxivPreprintDec 19, 2022

Longitudinal flux balance analyses of a patient with Crohn's disease highlight microbiome metabolic alterations

Arianna Basile, Almut Heinken, Johannes Hertel…·Ines Thiele

This study uses longitudinal flux balance analysis of a Crohn's disease patient's microbiome to identify time-correlated metabolic alterations and their systemic effects.

2 citations

humanmetagenomics