Ligand-based virtual screening approach using a new scoring function

A Hamza, NN Wei, CG Zhan - Journal of chemical information and …, 2012 - ACS Publications
In this study, we aimed to develop a new ligand-based virtual screening approach using an
effective shape-overlapping procedure and a more robust scoring function (denoted by the …

Benchmark of four popular virtual screening programs: construction of the active/decoy dataset remains a major determinant of measured performance

L Chaput, J Martinez-Sanz, N Saettel… - Journal of …, 2016 - Springer
Background In a structure-based virtual screening, the choice of the docking program is
essential for the success of a hit identification. Benchmarks are meant to help in guiding this …

Improving docking-based virtual screening ability by integrating multiple energy auxiliary terms from molecular docking scoring

WL Ye, C Shen, GL Xiong, JJ Ding, AP Lu… - Journal of Chemical …, 2020 - ACS Publications
Virtual Screening (VS) based on molecular docking is an efficient method used for retrieving
novel hit compounds in drug discovery. However, the accuracy of the current docking …

Improvement of virtual screening results by docking data feature analysis

M Arciniega, OF Lange - Journal of chemical information and …, 2014 - ACS Publications
In this study, we propose a novel approach to evaluate virtual screening (VS) experiments
based on the analysis of docking output data. This approach, which we refer to as docking …

Comprehensive comparison of ligand-based virtual screening tools against the DUD data set reveals limitations of current 3D methods

V Venkatraman, VI Pérez-Nueno… - Journal of chemical …, 2010 - ACS Publications
In recent years, many virtual screening (VS) tools have been developed that employ different
molecular representations and have different speed and accuracy characteristics. In this …

Benchmarking data sets for the evaluation of virtual ligand screening methods: review and perspectives

N Lagarde, JF Zagury, M Montes - Journal of chemical information …, 2015 - ACS Publications
Virtual screening methods are commonly used nowadays in drug discovery processes.
However, to ensure their reliability, they have to be carefully evaluated. The evaluation of …

Calculating an optimal box size for ligand docking and virtual screening against experimental and predicted binding pockets

WP Feinstein, M Brylinski - Journal of cheminformatics, 2015 - Springer
Background Computational approaches have emerged as an instrumental methodology in
modern research. For example, virtual screening by molecular docking is routinely used in …

Evaluations of molecular docking programs for virtual screening

K Onodera, K Satou, H Hirota - Journal of chemical information …, 2007 - ACS Publications
Structure-based virtual screening is carried out using molecular docking programs. A
number of such docking programs are currently available, and the selection of docking …

Improved method of structure-based virtual screening via interaction-energy-based learning

N Yasuo, M Sekijima - Journal of Chemical Information and …, 2019 - ACS Publications
Virtual screening is a promising method for obtaining novel hit compounds in drug
discovery. It aims to enrich potentially active compounds from a large chemical library for …

Applying DEKOIS 2.0 in structure-based virtual screening to probe the impact of preparation procedures and score normalization

TM Ibrahim, MR Bauer, FM Boeckler - Journal of cheminformatics, 2015 - Springer
Background Structure-based virtual screening techniques can help to identify new lead
structures and complement other screening approaches in drug discovery. Prior to docking …