Litcius/Paper detail

LIDeB Tools: A Latin American resource of freely available, open-source cheminformatics apps

Denis N. Prada Gori, Lucas N. Alberca, Santiago Rodrı́guez, Juan I. Alice, Manuel A. Llanos, Carolina L. Bellera, Alan Talevi

2022Artificial Intelligence in the Life Sciences21 citationsDOIOpen Access PDF

Abstract

Cheminformatics is the chemical field that deals with the storage, retrieval, analysis and manipulation of an increasing volume of available chemical data, and it plays a fundamental role in the fields of drug discovery, biology, chemistry, and biochemistry. Open source and freely available cheminformatics tools not only contribute to the generation of public knowledge, but also to reduce the technological gap between high- and low- to middle-income countries. Here, we describe a series of in-house cheminformatics applications developed by our academic drug discovery team, which are freely available on our website (https://lideb.biol.unlp.edu.ar/) as Web Apps and stand-alone versions. These apps include tools for clustering small molecules, decoy generation, druggability assessment, classificatory model evaluation, and data standardization and visualization.

Topics & Concepts

CheminformaticsDruggabilityOpen sourceDrug discoveryComputer scienceData scienceWorld Wide WebResource (disambiguation)Field (mathematics)BioinformaticsChemistrySoftwareBiologyMathematicsProgramming languageComputer networkGenePure mathematicsBiochemistryComputational Drug Discovery MethodsGenetics, Bioinformatics, and Biomedical Research