Mostrando 10 resultados de: 36
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A simple method to predict blood-brain barrier permeability of drug-like compounds using classification trees
ArticleAbstract: Background: To know the ability of a compound to penetrate the blood-brain barrier (BBB) is a challePalabras claves:blood-brain barrier, classification tree, molecular descriptor, Neuropharmaceuticals, Quantitative Structure-Activity Relationship, WEKAAutores:Garit J., Gerardo M. Casañola-Martin, Pham-The H., Stephen Jones Barigye, Thu H.L.T.Fuentes:scopusColoured chemical image-based models for the prediction of soil sorption of herbicides
ArticleAbstract: Herbicides with high soil sorption profiles constitute important organic pollutants leading to detriPalabras claves:Autores:Freitas M.P., Freitas M.R., Stephen Jones BarigyeFuentes:scopusComputational strategies for the discovery of biological functions of health foods, nutraceuticals and cosmeceuticals: a review
ArticleAbstract: Scientific and consumer interest in healthy foods (also known as functional foods), nutraceuticals aPalabras claves:Cosmeceuticals, docking, Health foods, Machine learning, molecular dynamics, Nutraceuticals, QSARAutores:Carpio L.E., Gozalbes R., Sanz Y., Stephen Jones BarigyeFuentes:scopusAug-MIA-SPR/PLS-DA classification of carbonyl herbicides according to levels of soil sorption
ArticleAbstract: A major challenge in the design of new herbicides lies in the development of highly active, environmPalabras claves:Aug-MIA-SPR, Carbonyl herbicides, PLS-DA, Soil sorptionAutores:Daré J.K., Freitas M.P., Freitas M.R., Stephen Jones BarigyeFuentes:scopusDevelopment of an in silico model of DPPH free radical scavenging capacity: Prediction of antioxidant activity of coumarin type compounds
ArticleAbstract: A quantitative structure-activity relationship (QSAR) study of the 2,2-diphenyl-l-picrylhydrazyl (DPPalabras claves:antioxidant, artificial neural networks, coumarin, Dpph, Free radical scavenger, MLP, QSARAutores:Jorge E.G., Rayar A.M., Rodríguez M.E.J., Stephen Jones Barigye, Veítia M.S.I.Fuentes:scopusDiscrete Fourier Transform-Based Multivariate Image Analysis: Application to Modeling of Aromatase Inhibitory Activity
ArticleAbstract: We recently generalized the formerly alignment-dependent multivariate image analysis applied to quanPalabras claves:aromatase inhibitory activity, discrete Fourier transform, Multivariate image analysis, QSARAutores:Ausina P., Freitas M.P., Garit J., Sola-Penna M., Stephen Jones Barigye, Zancan P.Fuentes:scopusDiscrete derivatives for atom-pairs as a novel graph-theoretical invariant for generating new molecular descriptors: Orthogonality, interpretation and QSARs/QSPRs on benchmark databases
ArticleAbstract: This report presents a new mathematical method based on the concept of the derivative of a molecularPalabras claves:DIVATI, Event, Frequency matrix, Generalized incidence matrix, Genetic Algorithm, invariant, Molecular descriptors, QSPR, Sub-graph, ToMoCoMD-CARDDAutores:Millán-Cabrera R., Oscar Martínez Santiago, Pérez-Giménez F., Stephen Jones Barigye, Torrens F., Yoan Martínez López, Yovani Marrero-PonceFuentes:scopusExploring MIA-QSPR's for the modeling of biomagnification factors of aromatic organochlorine pollutants
ArticleAbstract: Biomagnification of organic pollutants in food webs has been usually associated to hydrophobicity anPalabras claves:Biomagnification, MIA-QSPR, MLR, Organochlorine pollutants, ValidationAutores:da Mota E.G., Duarte M.H., Freitas M.P., Ramalho T., Stephen Jones BarigyeFuentes:scopusExploring proteasome inhibition using atomic weighted vector indices and machine learning approaches
ArticleAbstract: Ubiquitin–proteasome system (UPS) is a highly regulated mechanism of intracellular protein degradatiPalabras claves:AWV, deep learning, Descriptor, GA, ML, UpsAutores:Garit J., Gerardo M. Casañola-Martin, Oscar Martínez Santiago, Rasulev B., Rodríguez-González A.Y., Stephen Jones Barigye, Yoan Martínez LópezFuentes:scopusExtended GT-STAF information indices based on Markov approximation models
ArticleAbstract: A series of novel information theory-based molecular parameters derived from the insight of a molecuPalabras claves:Autores:Alfonso-Reguera V., Pérez-Giménez F., Stephen Jones Barigye, Yovani Marrero-PonceFuentes:scopus