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8 p, 910.6 KB DeltaDelta neural networks for lead optimization of small molecule potency / Jiménez-Luna, José (Universitat Pompeu Fabra) ; Pérez-Benito, Laura (Universitat Autònoma de Barcelona. Laboratori de Medicina Computacional) ; Martínez-Rosell, Gerard (Acellera) ; Sciabola, Simone (Biogen Chemistry and Molecular Therapeutics) ; Torella, Rubben (Pfizer I&I) ; Tresadern, Gary (Janssen Research and Development) ; De Fabritiis, Gianni (Institució Catalana de Recerca i Estudis Avançats)
Machine learning approach tailored for ranking congeneric series based on 3D-convolutional neural networks tested it on over 3246 ligands and 13 targets. The capability to rank different potential drug molecules against a protein target for potency has always been a fundamental challenge in computational chemistry due to its importance in drug design. [...]
2019 - 10.1039/c9sc04606b
Chemical science, Vol. 10 (2019) , p. 10911-10918  

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1 Jiménez-Luna, J.
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