Author

Paola Ruiz Puentes

Universidad de Los AndesORCID 0000-0003-4352-7999Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Carolina Muñoz-CamargoiD· 1 shared Cristina GonzáleziD· 1 shared Juan C. CruziD· 1 shared Laura Alexandra DazaiD· 1 shared Natalia Valderrama· 1 shared Pablo ArbeláeziD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Carolina Muñoz-CamargoORCID

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1 paper

Recent·Most cited

BioinformaticsPLoS ONEPeer-reviewedApr 26, 2021

PharmaNet: Pharmaceutical discovery with deep recurrent neural networks.

Paola Ruiz Puentes, Natalia Valderrama, Cristina González…·Pablo Arbeláez

PharmaNet uses deep RNNs to predict drug-target interactions, achieving high accuracy in ligand prediction and identifying potential antiviral compounds.

21 citations

deep learningmachine learning (classical)

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