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Chemometrics for QSAR with low sequence homology: Mycobacterial promoter sequences recognition with 2D-RNA entropies
ArticleAbstract: Pbkp_redicting mycobacterial sequences promoter of protein synthesis is important in the study of prPalabras claves:entropy, information theory, Machine learning algorithms, Markov models, Mycobacterial promoter sequences, QSAR, RNA secondary structureAutores:González-Díaz Y., González‐díaz H., Maykel Cruz-Monteagudo, Pérez-Bello A., Santana L., Uriarte E.Fuentes:scopusComputational modeling tools for the design of potent antimalarial bisbenzamidines: Overcoming the antimalarial potential of pentamidine
ArticleAbstract: Malaria is nowadays a worldwide and serious problem with a significant social, economic, and human cPalabras claves:Antimalarial, Bisbenzamidines, GETAWAY descriptors, QSARAutores:Borges F., Maykel Cruz-Monteagudo, Natalia Dias Soeiro Cordeiro M., Perez González M.Fuentes:scopusA probabilistic strategy of data fusion for the classification and virtual screening of anticoccidial drug candidates
ArticleAbstract: In the present work, Dempster-Shafer Theory (DST) was employed for the implementation of a combinedPalabras claves:Anticoccidial drugs, Belief theory, chemoinformatics, Consensus pbkp_rediction, Dempster-Shafer Theory, QSARAutores:Borges F., Dominguez E.R., Escobar-Roman R., Maykel Cruz-Monteagudo, Natalia Dias Soeiro Cordeiro M., Olazabal-Rios R.Fuentes:scopusEnsemble-based modeling of chemical compounds with antimalarial activity
ArticleAbstract: Background: Malaria or Paludism is a tropical disease caused by parasites of the Plasmodium genre anPalabras claves:Antimalarial activity, Ensemble modeling, Genetic Algorithms, Majority vote, Malaria disease, QSARAutores:Benfenati E., Borges F., Caballero-Alfonso A.Y., Eduardo Tejera, Maykel Cruz-Monteagudo, Natalia Dias Soeiro Cordeiro M., Vinicio Danilo Armijos-Jaramillo, Yunierkis Perez-CastilloFuentes:scopusEvolutionary computation and QSAR research
ReviewAbstract: The successful high throughput screening of molecule libraries for a specific biological property isPalabras claves:Evolutionary computation, Feature Extraction, Genetic Algorithms, Genetic Programming, Molecular descriptors, QSAR, Quantitative structure-activity relationships, Variable selectionAutores:Aguiar-Pulido V., Dorado J., Gestal M., Maykel Cruz-Monteagudo, Munteanu C.R., Rabuñal J.R.Fuentes:scopusLigand-Based Virtual Screening Using Tailored Ensembles: A Prioritization Tool for Dual A<inf>2A</inf> Adenosine Receptor Antagonists / Monoamine Oxidase B Inhibitors
ArticleAbstract: Background: Virtual Screening methodologies have emerged as efficient alternatives for the discoveryPalabras claves:A2A adenosine receptors antagonist, Dual-target drugs, Ensemble modeling, MAO-B inhibitors, QSAR, Virtual ScreeningAutores:Aminael Sánchez-Rodríguez, Ancede-Gallardo E., Borges F., Cagide F., Cesar Paz-y-Miño, Eduardo Tejera, Maykel Cruz-Monteagudo, Morales-Helguera A., Natalia Dias Soeiro Cordeiro M., Teijeira M., Yunierkis Perez-CastilloFuentes:googlescopusToward the computer-aided discovery of FabH inhibitors. Do pbkp_redictive QSAR models ensure high quality virtual screening performance?
ArticleAbstract: Antibiotic resistance has increased over the past two decades. New approaches for the discovery of nPalabras claves:Ensemble modeling, FabH inhibitors, Ligand-Based Drug Design, QSAR, Virtual ScreeningAutores:Froeyen M., Lazar C., Maykel Cruz-Monteagudo, Nowé A., Pérez M.A.C., Taminau J., Yunierkis Perez-CastilloFuentes:scopusUnified drug-target interaction thermodynamic Markov model using stochastic entropies to pbkp_redict multiple drugs side effects
ArticleAbstract: Most of present molecular descriptors consider just the molecular structure. In the present articlePalabras claves:ADL, Drugs side effects, Markov Model, QSAR, QSTR, thermodynamicAutores:González‐díaz H., Maykel Cruz-MonteagudoFuentes:scopusQSAR for anti-RNA-virus activity, synthesis, and assay of anti-RSV carbonucleosides given a unified representation of spectral moments, quadratic, and topologic indices
ArticleAbstract: The unified representation of spectral moments, classic topologic indices, quadratic indices, and stPalabras claves:Antiviral activity, Carbonucleosides synthesis, Markov models, QSAR, Quadratic Indices, Spectral moments, Topologic indicesAutores:De Clercq E., González‐díaz H., Maykel Cruz-Monteagudo, Santana L., Uriarte E., Viña D.Fuentes:scopusRecent advances on QSAR-based profiling of agonist and antagonist A<inf>3</inf> adenosine receptor ligands
ReviewAbstract: Adenosine receptors (ARs) are signaling molecules ubiquitously expressed in a wide variety of tissuePalabras claves:A AR ligands 3, Adenosine Receptor (AR), Agonists, Antagonists, QSARAutores:Borges F., Deng C., Luan F., Maykel Cruz-Monteagudo, Natalia Dias Soeiro Cordeiro M.Fuentes:scopus