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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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| I publikationen: | BMC Bioinformatics |
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| Huvudupphovsmän: | , , , , |
| Materialtyp: | Artigo |
| Språk: | Inglês |
| Publicerad: |
BioMed Central
2018
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| Ämnen: | |
| Länkar: | https://ncbi.nlm.nih.gov/pmc/articles/PMC6311897/ https://ncbi.nlm.nih.gov/pubmed/30598075 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-018-2523-5 |
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