Mostrando 10 resultados de: 12
Publisher
BMC Medical Genomics(2)
Afinidad(1)
Applied Sciences (Switzerland)(1)
Current Neuropharmacology(1)
Current Pharmaceutical Design(1)
Área temáticas
Ciencias de la computación(4)
Funcionamiento de bibliotecas y archivos(4)
Bioquímica(2)
Dirección general(1)
Enfermedades(1)
Área de conocimiento
Aprendizaje automático(3)
Descubrimiento de fármacos(3)
Farmacología(2)
Genética(2)
Bioquímica(1)
A 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:scopusChemoinformatics profiling of the chromone nucleus as a MAO-B/A<inf>2A</inf>AR dual binding scaffold
ArticleAbstract: Background: In the context of the current drug discovery efforts to find disease modifying therapiesPalabras claves:A adenosine receptor 2A, chemoinformatics, Chromones, Dual-target binder, Monoamine Oxidase B, Parkinson’s DiseaseAutores:Aminael Sánchez-Rodríguez, Borges F., Cesar Paz-y-Miño, Eduardo Tejera, Maykel Cruz-Monteagudo, Morales-Helguera A., Natalia Dias Soeiro Cordeiro M., Perera-Sardiña Y., Yunierkis Perez-CastilloFuentes:googlescopusCompScore: Boosting Structure-Based Virtual Screening Performance by Incorporating Docking Scoring Function Components into Consensus Scoring
ArticleAbstract: Consensus scoring has become a commonly used strategy within structure-based virtual screening (VS)Palabras claves:Autores:Aminael Sánchez-Rodríguez, Borges F., Eduardo Tejera, Karina Beatríz Jimenes-Vargas, Mario González-Rodríguez, Maykel Cruz-Monteagudo, Natalia Dias Soeiro Cordeiro M., Stellamaris Sotomayor-Burneo, Vinicio Danilo Armijos-Jaramillo, Yunierkis Perez-CastilloFuentes:scopusComplex networks and machine learning: From molecular to social sciences
OtherAbstract: Combining complex networks analysis methods with machine learning (ML) algorithms have become a veryPalabras claves:Biological networks, Clustering, complex networks, Connectome, Ensemble classification, Machine learning, Neural networks, Social and economic networks, Supervised and unsupervised learning, SUPPORT VECTOR MACHINES, Systems biology, TIME SERIESAutores:Duardo-Sanchez A., Fletcher T., González‐díaz H., Maykel Cruz-Monteagudo, Quesada D.Fuentes:scopusConsensus strategy in genes prioritization and combined bioinformatics analysis for preeclampsia pathogenesis
ArticleAbstract: Background: Preeclampsia is a multifactorial disease with unknown pathogenesis. Even when recent stuPalabras claves:Communality analysis, Consensus analysis, early recognition, Gene periodization, Microarray analysis, pathogenesis, PreeclampsiaAutores:Aminael Sánchez-Rodríguez, Borges F., Cesar Paz-y-Miño, Eduardo Tejera, Germán Burgos, Maykel Cruz-Monteagudo, Natalia Dias Soeiro Cordeiro M., Rebelo I., Sánchez M.E., Yunierkis Perez-CastilloFuentes:googlescopusEfficient and biologically relevant consensus strategy for Parkinson's disease gene prioritization
ArticleAbstract: Background: The systemic information enclosed in microarray data encodes relevant clues to overcomePalabras claves:Co-expression networks, Consensus strategy, early recognition, Gene prioritization, Parkinson's DiseaseAutores:A. Sanchez Rodriguez, Aminael Sánchez-Rodríguez, Borges F., Cesar Paz-y-Miño, Eduardo Tejera, Maykel Cruz-Monteagudo, Morales-Helguera A., Natalia Dias Soeiro Cordeiro M., Rebelo I., Y. Perez Castillo, Yunierkis Perez-CastilloFuentes:googlerraaescopusFrom flamingo dance to (desirable) drug discovery: a nature-inspired approach
ReviewAbstract: The therapeutic effects of drugs are well known to result from their interaction with multiple intraPalabras claves:Autores:Aminael Sánchez-Rodríguez, Borges F., Eduardo Tejera, Mangiatordi G.F., Maykel Cruz-Monteagudo, Medina-Franco J.L., Natalia Dias Soeiro Cordeiro M., Nicolotti O., Schürer S.C., Yunierkis Perez-CastilloFuentes:googlescopusGeneralized molecular descriptors derived from event-based discrete derivative
ReviewAbstract: In the present study, a generalized approach for molecular structure characterization is introduced,Palabras claves:Atom-based derivative index, Discrete derivative, DIVATI, Event criterion, Fingerprint, Frequency matrix, PCa, QSAR/QSPR, ToMoCoMD-CARDDAutores:Cabrera R.M., César H. Zambrano, Fernando Javier Torres, Giménez F.P., López Y.M., Maykel Cruz-Monteagudo, Oscar Martínez Santiago, Stephen Jones Barigye, Thu H.L.T., Torrens F., Yaber-Goenag I., Yovani Marrero-PonceFuentes:googlescopusEnsemble-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:scopusNet-Net Auto Machine Learning (AutoML) Prediction of Complex Ecosystems
ArticleAbstract: Biological Ecosystem Networks (BENs) are webs of biological species (nodes) establishing trophic relPalabras claves:Autores:Barreiro E., González‐díaz H., Maykel Cruz-Monteagudo, Munteanu C.R., Sierra A.P.Fuentes:scopus