Large-scale comparison of machine learning methods for drug target prediction on ChEMBL

Deep learning is currently the most successful machine learning technique in a wide range of application areas and has recently been applied successfully in drug discovery research to predict potential drug targets and to screen for active molecules. However, due to (1) the lack of large-scale studi...

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Detalles Bibliográficos
Autores principales: Mayr, Andreas, Klambauer, Günter, Unterthiner, Thomas, Steijaert, Marvin, Wegner, Jörg K., Ceulemans, Hugo, Clevert, Djork-Arné, Hochreiter, Sepp
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Royal Society of Chemistry 2018
Materias:
Chemistry
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6011237/
https://www.ncbi.nlm.nih.gov/pubmed/30155234
http://dx.doi.org/10.1039/c8sc00148k

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6011237/
https://www.ncbi.nlm.nih.gov/pubmed/30155234
http://dx.doi.org/10.1039/c8sc00148k

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