Author

Ana M. S. Guimarães

Universidade de São PauloORCID 0000-0002-8261-5863Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:machine learning (classical)· 1 Research Focus:phylogenetics / evolution· 1 Approach:statistical model· 1 Assay:whole-genome sequencing· 1

Frequent Co-Authors

Marcos Bryan HeinemanniD· 2 shared Taiana Tainá Silva‐Pereira· 2 shared Antônio Francisco de Souza FilhoiD· 1 shared Aureliano Coelho Proença Guedes· 1 shared Carolyn G. J. MooneniD· 1 shared Cássia Yumi IkutaiD· 1 shared Cristina Kraemer ZimpeliD· 1 shared Flábio Araújo· 1 shared

Activity by Year

2020-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 30 mutual co-author links

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2 shared papersMicrobiology

Marcos Bryan HeinemannORCID

Mutual co-authors in cluster

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2 papers

Recent·Most cited

Discrimination between Mycobacterium tuberculosis and Mycobacterium bovis using Fourier Transform Infrared Spectroscopy

Kevim Bordignon Guterres, Taiana Tainá Silva‐Pereira, Rodrigo Gonçalves Ramos de Oliveira, Carolyn G. J. Moonen, Marcos Bryan Heinemann, Flábio Araújo, Moisés Palaci, Gisele Oliveira de Souza, Nathália Silveira Guimarães, Ana Marcia Sá Guimarães

This paper uses Fourier Transform Infrared Spectroscopy to accurately distinguish Mycobacterium bovis from Mycobacterium tuberculosis with high accuracy using machine learning.

One Health · Feb 14, 2026Peer-reviewedMicrobiology

Global distribution and evolution of Mycobacterium bovis lineages

Cristina Kraemer Zimpel, José Salvatore Leister Patané, Aureliano Coelho Proença Guedes, Robson Francisco de Souza, Taiana Tainá Silva‐Pereira, Naila Camargo, Antônio Francisco de Souza Filho, Cássia Yumi Ikuta, José Soares Ferreira Neto, João Carlos Setúbal, Marcos Bryan Heinemann, Ana M. S. Guimarães

The paper analyzes M. bovis genomes to identify four global lineages and traces their evolutionary history and geographic dispersal.

Frontiers in Microbiology · May 7, 2020Peer-reviewedEvolutionary Biology