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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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Dades bibliogràfiques
Publicat a:J Comput Aided Mol Des
Autors principals: Kearnes, Steven, McCloskey, Kevin, Berndl, Marc, Pande, Vijay, Riley, Patrick
Format: Artigo
Idioma:Inglês
Publicat: 2016
Matèries:
Accés en línia: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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