Search Results for author: Piotr Zielenkiewicz

Found 2 papers, 2 papers with code

Improving detection of protein-ligand binding sites with 3D segmentation

1 code implementation13 Apr 2019 Marta M. Stepniewska-Dziubinska, Piotr Zielenkiewicz, Pawel Siedlecki

In recent years machine learning (ML) took bio- and cheminformatics fields by storm, providing new solutions for a vast repertoire of problems related to protein sequence, structure, and interactions analysis.

Drug Discovery

Development and evaluation of a deep learning model for protein-ligand binding affinity prediction

4 code implementations19 Dec 2017 Marta M. Stepniewska-Dziubinska, Piotr Zielenkiewicz, Pawel Siedlecki

Structure based ligand discovery is one of the most successful approaches for augmenting the drug discovery process.

Drug Discovery

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