Author

Gisele Oliveira de Souza

Universidade de São PauloORCID 0000-0002-4604-6034Unclaimed 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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Approach:machine learning (classical)· 1

Frequent Co-Authors

Ana Marcia Sá GuimarãesiD· 1 shared Carolyn G. J. MooneniD· 1 shared Flábio Araújo· 1 shared Kevim Bordignon GuterresiD· 1 shared Marcos Bryan HeinemanniD· 1 shared Moisés PalaciiD· 1 shared Nathália Silveira Guimarães· 1 shared Rodrigo Gonçalves Ramos de Oliveira· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 36 mutual co-author links

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1 shared paperMicrobiology

Ana Marcia Sá GuimarãesORCID

Mutual co-authors in cluster

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1 paper

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