Author

Luciano de Souza Queiróz

Universidade Estadual de Campinas (UNICAMP)ORCID 0000-0001-8648-6846Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Assay:metabolomics· 1 Approach:statistical model· 1

Frequent Co-Authors

Ana Luíza SeidingeriD· 1 shared Andréia M. PorcariiD· 1 shared Denise Ribeiro· 1 shared Felipe Cavalaro· 1 shared Hélio PedriniiD· 1 shared Izilda Aparecida CardinalliiD· 1 shared João MeidânisiD· 1 shared Matheus Silva de Deus· 1 shared

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2024-2024 · peak 1/yr

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9 top collaborators · 36 mutual co-author links

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1 shared paperBioinformatics

Ana Luíza SeidingerORCID

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1 paper

Recent·Most cited

BioinformaticsIntelligence-Based MedicinePeer-reviewedJan 1, 2024

Deep Learning Outperforms Classical Machine Learning Methods in Pediatric Brain Tumor Classification through Mass Spectra

Thais Maria Santos Bezerra, Matheus Silva de Deus, Felipe Cavalaro…·João Meidânis

This study shows deep learning methods are better than classical machine learning at classifying pediatric brain tumor tissue using mass spectra from DESI-MSI.

DOI 10.1016/j.ibmed.2024.100178

humanmetabolomics

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