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Author

Michelle Cristine Medeiros Jacob

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Universidade Federal do Rio Grande do NorteORCID 0000-0002-4881-7285Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Ecology· 1Scientific Communication & Education· 1

Signature Assays, Organisms & Methods

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Approach:statistical model· 2Research Focus:benchmarking· 1Research Focus:cell type annotation· 1Research Focus:clustering· 1Research Focus:database / resource· 1Approach:deep learning· 1Research Focus:differential expression· 1Research Focus:gene regulatory network inference· 1

Frequent Co-Authors

Elias Jacob de Menezes NetoiD· 2 sharedSávio Marcelino GomesiD· 2 sharedAline Martins de CarvalhoiD· 1 sharedAngela Giovana BatistaiD· 1 sharedAníbal de Freitas Santos JúnioriD· 1 sharedAntônio Augusto Ferreira CariocaiD· 1 sharedCarla Djaine TeixeiraiD· 1 sharedCélia Márcia Medeiros de MoraisiD· 1 shared

Activity by Year

2025-2026 · peak 1/yr
012025: 1 paper (click to filter)120252026: 1 paper (click to filter)12026

Co-Author Collaboration Network

10 top collaborators · 38 mutual co-author links
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JacobElias Jacob de Menezes Neto · 2 shared papersNeto · 2Sávio Marcelino Gomes · 2 shared papersGomes · 2Aline Martins de Carvalho · 1 shared paperCarvalho · 1Angela Giovana Batista · 1 shared paperBatista · 1Aníbal de Freitas Santos Júnior · 1 shared paperJúnior · 1Antônio Augusto Ferreira Carioca · 1 shared paperCarioca · 1Célia Márcia Medeiros de Morais · 1 shared paperMorais · 1Cínthia Baú Betim Cazarin · 1 shared paperCazarin · 1Daniel Tregidgo · 1 shared paperTregidgo · 1Carla Djaine Teixeira · 1 shared paperTeixeira · 1
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2 shared papersEcology
Elias Jacob de Menezes NetoORCID

Mutual co-authors in cluster

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2 papers

Recent·Most cited

Prioritizing Neglected Food Species in Nutritional Studies Using Expert-Knowledge and Explainable AI

Michelle Cristine Medeiros Jacob, Aline Martins de Carvalho, Angela Giovana Batista, Aníbal de Freitas Santos Júnior, Antônio Augusto Ferreira Carioca, Célia Márcia Medeiros de Morais, Cínthia Baú Betim Cazarin, Daniel Tregidgo, Danilo Vicente Batista de Oliveira, Dirce Maria Lobo Marchioni, Eliana Bistriche Giuntini, Elias Jacob de Menezes Neto, Fillipe de Oliveira Pereira, Gabriela de Farias Moura, Hani Rocha El Bizri, , Ulysses Paulino Albuquerque

This study uses expert knowledge and explainable AI to prioritize neglected food species for nutritional research in Brazil, identifying recipe number and species distribution as key predictors.

Scientific Reports · Mar 2, 2026Peer-reviewedEcology