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Detalle de: MultiPharm-DT: A Multi-Objective Decision Tool for Ligand-Based Virtual Screening Problems

Title MultiPharm-DT: A Multi-Objective Decision Tool for Ligand-Based Virtual Screening Problems
Abstract

Ligand Based Virtual Screening methods are used to screen molecule databases to select the most promising compounds for a query. This is performed by decision-makers based on the information of the descriptors, which are usually processed individually. This methodology leads to a lack of information and hard post-processing dependent on the expert’s knowledge that can end up in the discarding of promising compounds. Consequently, in this work, we propose a new multi-objective methodology called MultiPharm-DT where several descriptors are considered simultaneously and whose results are offered to the decision-maker without effort on their part and without relying on their expertise.

Apa Reference Puertas-Martín, S., Redondo, J., Ferrández, M., Pérez-Sánchez, H. & Ortigosa, P. (2021). MultiPharm-DT: A Multi-Objective Decision Tool for Ligand-Based Virtual Screening Problems. Informatica, 55-80. 10.15388/21-INFOR469
Doi 10.15388/21-INFOR469
Publication Date 17 Dec 2021
Publication Type Article
Researcher Savins Puertas Martin
Ontology Biological Databases, Drug Discovery and design, Molecular Interactions/Docking, Virtual screening
Research Groups
Tools

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