Author

Sofia Miranda

Pontifícia Universidade Católica do Rio de Janeiro

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Assay:DNA methylation· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Fernanda BaiãoiD· 1 shared Julia L. FleckiD· 1 shared Paula MaçairaiD· 1 shared Stephen PiccoloiD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Fernanda BaiãoORCID

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1 paper

Recent·Most cited

Predicting drug sensitivity of cancer cells based on DNA methylation levels

Sofia Miranda, Fernanda Baião, Paula Maçaira, Julia L. Fleck, Stephen Piccolo

This study predicts cancer cell drug sensitivity using DNA methylation data from cell lines and evaluates model performance on both cell lines and human tumors.

PLoS ONE · Sep 10, 2021Peer-reviewedBioinformatics