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A computer-based approach to the rational discovery of new trichomonacidal drugs by atom-type linear indices
ArticleAbstract: Computational approaches are developed to design or rationally select, from structural databases, nePalabras claves:Atom-Based Linear Index, Cytocidal activity, heterocycles, LDA-Based QSAR Model, Lead Antitrichomonal Compound, ToMoCoMD-CARDD software, Trichomonacidal Activity, Virtual ScreeningAutores:Arán V.J., García-Sánchez R.N., García-Trevijano J.A.E., Gómez-Barrio A., Machado-Tugores Y., Martínez-Fernández A.R., Meneses-Marcel A., Montero-Torres A., Nogal-Ruiz J.J., Ochoa C., Pereira D.M., Torrens F., Yovani Marrero-PonceFuentes:googlescopusAtom- and bond-based 2D TOMOCOMD-CARDD approach and ligand-based virtual screening for the drug discovery of new tyrosinase inhibitors
ArticleAbstract: Two-dimensional atom- and bond-based TOMOCOMD-CARDD descriptors and linear discriminant analysis (LDPalabras claves:Dicoumarin, LDA-Based QSAR Model, Ligand-based virtual screening, TOMOCOMD-CARDD descriptor, Tyrosinase-inhibitor compoundAutores:Gerardo M. Casañola-Martin, Pérez-Giménez F., Rescigno A., Tareq Hassan Khan M., Torrens F., Yovani Marrero-PonceFuentes:scopusQSAR models for tyrosinase inhibitory activity description applying modern statistical classification techniques: A comparative study
ArticleAbstract: Cluster analysis (CA), Linear and Quadratic Discriminant Analysis (L(Q)DA), Binary Logistic RegressiPalabras claves:Atom-based quadratic indices, Modern statistical methods, Multiple Comparison Procedures, ROC curve, ToMoCoMD-CARDD software, Tyrosinase inhibitorAutores:Abad C., Amilkar Puris, Cardoso G.C., Gerardo M. Casañola-Martin, Rescigno A., Thu H.L.T., Torrens F., Yovani Marrero-PonceFuentes:scopusRetrained classification of tyrosinase inhibitors and "In Silico" potency estimation by using atom-type linear indices: A powerful tool for speed up the discovery of leads
Book PartAbstract: In this paper, the authors present an effort to increase the applicability domain (AD) by means of rPalabras claves:Autores:Abad C., García-Domenech R., Gerardo M. Casañola-Martin, Khan M.T.H., Rescigno A., Thu H.L.T., Torrens F., Yovani Marrero-PonceFuentes:scopusMachine learning approach to discovery of small molecules with potential inhibitory action against vasoactive metalloproteases
ArticleAbstract: Abstract: With the advancement of combinatorial chemistry and big data, drug repositioning has boomePalabras claves:Angiotensin-converting enzyme, Artificial Intelligence, docking, Machine learning, Neutral endopeptidase, Thermolysin, Virtual ScreeningAutores:Cañizares-Carmenate Y., Garit J., Hernández-Rodríguez E.W., MacLeod Carey D., Mena-Ulecia K., Perera-Sardiña Y., Torrens F., Yovani Marrero-PonceFuentes:googlescopusLigand-based computer-aided discovery of tyrosinase inhibitors. applications of the TOMOCOMD-CARDD method to the elucidation of new compounds
ArticleAbstract: In this review an overview of the application of computational approaches is given. Specifically, thPalabras claves:Ligand-Based Virtual Screening (LBVS), Quantitative Structure-Activity relationship (QSAR), ToMoCoMD-CARDD, Tyrosinase inhibitorAutores:Abad C., Gerardo M. Casañola-Martin, Khan M.T.H., Rescigno A., Torrens F., Yovani Marrero-PonceFuentes:scopusNew antitrichomonal drug-like chemicals selected by bond (edge)-based TOMOCOMD-CARDD descriptors
ArticleAbstract: Bond-based quadratic indices, new TOMOCOMD-CARDD molecular descriptors, and linear discriminant analPalabras claves:Bond-based TOMOCOMD-CARDD quadratic indices, Cytostatic and cytocidal activity, LDA-Based QSAR Model, lead generation, Trichomonacidal, Virtual ScreeningAutores:Arán V.J., García-Trevijano J.A.E., Gómez-Barrio A., Grau-Ábalo R.d.C., Ibarra-Velarde F., Kouznetsov V.V., Machado-Tugores Y., Meneses-Marcel A., Montero A., Montero Pereira D., Nogal-Ruiz J.J., Ochoa Puentes C., Rivera-Borroto O.M., Romero Bohórquez A.R., Torrens F., Yovani Marrero-PonceFuentes:googlescopus