May 2019
Intermediate to advanced
452 pages
12h 16m
English
Content preview from Hands-On GPU Computing with Python
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Drug target discovery
The following is the research paper discussed in this section: DeepSite: Protein-binding site predictor using 3D-convolutional neural networks, J Jiménez, S Doerr, G Martínez-Rosell, A S Rose, G D Fabritiis (2017), Bioinformatics, 33(19), 3036-3042, doi:10.1093/bioinformatics/btx350.
Drug target discovery is the method of finding a potential site or pocket on a target protein where a small molecule can dock on to. This method has the larger goal of addressing a particular disease that the target protein is related to.
DeepSite is a protein-binding site predictor that uses 3D convolutional neural networks. The novel knowledge-based approach uses state-of-the-art convolutional neural networks. The algorithm learns by examples ...
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