Author

Edson de Carvalo Ferreira Filho

Universidade Federal do Rio Grande do NorteORCID 0009-0007-3518-4216Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Microbiology· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Approach:machine learning (classical)· 1 Assay:whole-genome sequencing· 1

Frequent Co-Authors

Leonardo Cabral Afonso FerreiraiD· 1 shared M. R. V. CosateiD· 1 shared Pedro Melo ArrudaiD· 1 shared Tetsu SakamotoiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperMicrobiology

Leonardo Cabral Afonso FerreiraORCID

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1 paper

Recent·Most cited

MicrobiologybioRxivPreprintMar 30, 2026

A Machine Learning Framework for Serogroup Classification of pathogenic species of Leptospira Based on rfb Locus Profiles

Edson de Carvalo Ferreira Filho, Pedro Melo Arruda, Leonardo Cabral Afonso Ferreira…·Tetsu Sakamoto

This paper develops a machine learning framework to classify Leptospira serogroups using genomic data, achieving high accuracy and offering a scalable alternative to traditional serological methods.

DOI 10.64898/2026.03.04.708288

whole-genome sequencingmachine learning (classical)

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