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KekuleScope: prediction of cancer cell line sensitivity and compound potency using convolutional neural networks trained on compound images

The application of convolutional neural networks (ConvNets) to harness high-content screening images or 2D compound representations is gaining increasing attention in drug discovery. However, existing applications often require large data sets for training, or sophisticated pretraining schemes. Here...

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Detalles Bibliográficos
Publicado en:J Cheminform
Main Authors: Cortés-Ciriano, Isidro, Bender, Andreas
Formato: Artigo
Idioma:Inglês
Publicado: Springer International Publishing 2019
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC6582521/
https://ncbi.nlm.nih.gov/pubmed/31218493
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s13321-019-0364-5
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