Author

Juan C. Cruz

Universidad de Los AndesORCID 0000-0002-7790-7546Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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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 Laura Alexandra DazaiD· 1 shared Natalia Valderrama· 1 shared Pablo ArbeláeziD· 1 shared Paola Ruiz PuentesiD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

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

PharmaNet: Pharmaceutical discovery with deep recurrent neural networks.

Paola Ruiz Puentes, Natalia Valderrama, Cristina González, Laura Alexandra Daza, Carolina Muñoz-Camargo, Juan C. Cruz, Pablo Arbeláez

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

PLoS ONE · Apr 26, 2021Peer-reviewedBioinformatics