Convolutional neural network based on SMILES representation of compounds for detecting chemical motif

BACKGROUND: Previous studies have suggested deep learning to be a highly effective approach for screening lead compounds for new drugs. Several deep learning models have been developed by addressing the use of various kinds of fingerprints and graph convolution architectures. However, these methods...

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Detalles Bibliográficos
Autores principales: Hirohara, Maya, Saito, Yutaka, Koda, Yuki, Sato, Kengo, Sakakibara, Yasubumi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6311897/
https://www.ncbi.nlm.nih.gov/pubmed/30598075
http://dx.doi.org/10.1186/s12859-018-2523-5

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6311897/
https://www.ncbi.nlm.nih.gov/pubmed/30598075
http://dx.doi.org/10.1186/s12859-018-2523-5

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