Author

Esther Ugarte Carro

Universidad Politécnica de MadridORCID 0000-0003-1450-7518Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 2 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Approach:statistical model· 1

Frequent Co-Authors

Alejandro Rodríguez‐GonzáleziD· 2 shared Belén Otero-CarrascoiD· 2 shared Lucia Prieto SantamaríaiD· 2 shared Adrián Ayuso-MuñoziD· 1 shared Ernestina MenasalvasiD· 1 shared Juan Pedro Caraça-Valente HernándeziD· 1 shared Marina Díaz Uzquiano· 1 shared Yuliana Pérez GallardoiD· 1 shared

Activity by Year

2022-2024 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 22 mutual co-author links

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2 shared papersBioinformatics

Alejandro Rodríguez‐GonzálezORCID

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2 papers

Recent·Most cited

BioinformaticsBMC GenomicsPeer-reviewedJan 8, 2024

Identifying patterns to uncover the importance of biological pathways on known drug repurposing scenarios

Belén Otero-Carrasco, Esther Ugarte Carro, Lucia Prieto Santamaría…·Alejandro Rodríguez‐González

The paper identifies drug repurposing cases based on biological pathways (DREBIOP) and finds they involve more pathways and lower gene-disease association values compared to target-based repurposing.

15 citations

statistical modelbenchmarking

𝕏 PostBluesky

BioinformaticsProceedings - IEEE Symposium on Computer-Based Medical SystemsPeer-reviewedJul 1, 2022

REDIRECTION: Generating drug repurposing hypotheses using link prediction with DISNET data

Adrián Ayuso-Muñoz, Esther Ugarte Carro, Lucia Prieto Santamaría…·Alejandro Rodríguez‐González

REDIRECTION predicts disease-drug links for drug repurposing using graph-based deep learning on biomedical data, achieving high AUROC and AUPRC scores.

13 citationstop 4%

deep learningdrug response / drug discovery

𝕏 PostBluesky