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Atom-based 3D-chiral quadratic indices. Part 3: Pbkp_rediction of the binding affinity of the stereoisomers offenoterol to the β <inf>2</inf> adrenergic receptor
ArticleAbstract: The non-stochastic and stochastic atom-based three dimensional (3D)-chiral quadratic indices are appPalabras claves:3D-QSAR, Binding affinity, Fenoterol stereoisomer, Non-stochastic and stochastic atom-based 3D-chiral quadratic indices, β -adrenoceptor 2Autores:Abad C., García-Domenech R., Garit J., Torrens F., Yovani Marrero-PonceFuentes:googlescopusA comparative study of nonlinear machine learning for the "in silico" depiction of tyrosinase inhibitory activity from molecular structure
ArticleAbstract: In the preset report, for the first time, support vector machine (SVM), artificial neural network (APalabras claves:Atom-based quadratic index, Machine learning technique, Multiple comparison test, Tyrosinase inhibitorAutores:Abad C., Cardoso G.C., Chávez M.D.C., García M.M., Gerardo M. Casañola-Martin, Morell Pérez C., Thu H.L.T., Torrens F., Yovani Marrero-PonceFuentes:scopusNovel coumarin-based tyrosinase inhibitors discovered by OECD principles-validated QSAR approach from an enlarged, balanced database
ArticleAbstract: The present work is devoted to the development and application of a multi-agent Quantitative StructuPalabras claves:Atom-based bilinear index, coumarin, In silico identification, In vitro corroboration, linear discriminant analysis, OECD principle, QSAR model, ToMoCoMD-CARDD software, Tyrosinase inhibitorAutores:Abad C., Gerardo M. Casañola-Martin, Parmar V.S., Rescigno A., Saso L., Thu H.L.T., Torrens F., Yovani Marrero-PonceFuentes:scopusLigand-based discovery of novel trypanosomicidal drug-like compounds: In silico identification and experimental support
ArticleAbstract: Two-dimensional bond-based linear indices and linear discriminant analysis are used in this report tPalabras claves:Amastigote susceptibility assay, Anti-epimastigote elimination, Bond-based linear indices, TRYPANOSOMA CRUZI, TrypanosomicidalAutores:Abad C., Arán V.J., Bello A., García-Trevijano J.A.E., Garit J., Gómez-Barrio A., Montero A., Pérez-Giménez F., Rolón M.S., Torrens F., Vega M.C., Yovani Marrero-PonceFuentes:googlescopus