Author

M. R. V. Cosate

Universidade Federal de Minas GeraisORCID 0000-0002-4868-2245Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Genomics· 1 Microbiology· 1

Signature Assays, Organisms & Methods

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Assay:whole-genome sequencing· 3 Research Focus:gene regulatory network inference· 2 Approach:statistical model· 2 Research Focus:cell type annotation· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Tetsu SakamotoiD· 3 shared Leonardo Cabral Afonso FerreiraiD· 2 shared Edson de Carvalo Ferreira FilhoiD· 1 shared Élvio Carlos MoreiraiD· 1 shared João Paulo Amaral HaddadiD· 1 shared José Miguel OrtegaiD· 1 shared L. F. A. Ferreira Filho· 1 shared Pedro Melo ArrudaiD· 1 shared

Activity by Year

2019-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 23 mutual co-author links

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3 shared papersMicrobiology

Tetsu SakamotoORCID

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3 papers

Recent·Most cited

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, M. R. V. Cosate, 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.

bioRxiv · Mar 30, 2026 · PreprintMicrobiology

Genetic structure and diversity of rfb locus of pathogenic species of genus Leptospira

Leonardo Cabral Afonso Ferreira, L. F. A. Ferreira Filho, M. R. V. Cosate, Tetsu Sakamoto

The paper identifies genetic patterns in the rfb locus of Leptospira species to propose molecular markers for serogroup classification.

bioRxiv · Mar 23, 2023 · PreprintBioinformatics

A potential genomic recombination site upstream of the rfb locus in Leptospira interrogans is associated with serogroup Serjoe and serovar Hardjo classification

M. R. V. Cosate, Tetsu Sakamoto, Élvio Carlos Moreira, José Miguel Ortega, Rômulo C. Leite, João Paulo Amaral Haddad, Tiago Antônio de Oliveira Mendes

bioRxiv · Sep 18, 2019 · PreprintGenomics