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A Novel Molecular Representation Learning for Molecular Property Prediction with a Multiple SMILES-Based Augmentation
Deep learning has brought a rapid development in the aspect of molecular representation for various tasks, such as molecular property prediction. The prediction of molecular properties is a crucial task in the field of drug discovery for finding specific drugs with good pharmacological activity and...
| Autores principales: | , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Hindawi
2022
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8843876/ https://www.ncbi.nlm.nih.gov/pubmed/35178082 http://dx.doi.org/10.1155/2022/8464452 |