Author

Joana Barbosa Melo

Centro de Inovação em Biomedicina e BiotecnologiaORCID 0000-0001-5049-2670Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Genetics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Research Focus:cell type annotation· 1 Research Focus:database / resource· 1 Research Focus:differential expression· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

André SantosiD· 1 shared Francisco José CarameloiD· 1 shared Miguel S. Castelo-BrancoiD· 1 shared

Activity by Year

2020-2020 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperGenetics

André SantosORCID

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1 paper

Recent·Most cited

GeneticsbioRxivPreprintApr 28, 2020

Dopaminergic Gene Dosage in Autism versus Developmental Delay: From Complex Networks to Machine Learning approaches

André Santos, Francisco José Caramelo, Joana Barbosa Melo, Miguel S. Castelo-Branco

The paper uses complex network analysis and machine learning to classify autism spectrum disorder from developmental delay using gene dosage and Gene Ontology features, achieving 85.18% accuracy.

DOI 10.1101/2020.04.28.065987

humanbulk RNA-seq

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