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Molecular graph convolutions: moving beyond fingerprints
Molecular “fingerprints” encoding structural information are the workhorse of cheminformatics and machine learning in drug discovery applications. However, fingerprint representations necessarily emphasize particular aspects of the molecular structure while ignoring others, rather than allowing the...
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| Udgivet i: | J Comput Aided Mol Des |
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| Main Authors: | , , , , |
| Format: | Artigo |
| Sprog: | Inglês |
| Udgivet: |
2016
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| Fag: | |
| Online adgang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5028207/ https://ncbi.nlm.nih.gov/pubmed/27558503 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s10822-016-9938-8 |
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