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Comparative study to pbkp_redict toxic modes of action of phenols from molecular structures
ArticleAbstract: Quantitative structure-activity relationship models for the pbkp_rediction of mode of toxic action (Palabras claves:Atom-based quadratic indices, Machine learning technique, mode of toxic action, phenol derivative, quantitative structure-toxicity relationshipAutores:Brito-Sánchez Y., Garit J., González-Madariaga Y., Rodríguez-Borges J.E., Thu H.L.T., Torrens F., Yovani Marrero-PonceFuentes:googlescopusAtom based linear index descriptors in QSAR-machine learning classifiers for the pbkp_rediction of ubiquitin-proteasome pathway activity
ArticleAbstract: Abstract: This report showed the use of the atom-based linear index together with different classicPalabras claves:Atom-based linear indices, Machine learning, QSAR, ToMoCoMD-CARDD software, Ubiquitin-proteasome pathway inhibitorsAutores:Garit J., Gerardo M. Casañola-Martin, Pham-The H., Thu H.L.T.Fuentes:scopusGeneralized 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:googlescopusExploring different strategies for imbalanced ADME data problem: case study on Caco-2 permeability modeling
ArticleAbstract: In many absorption, distribution, metabolism, and excretion (ADME) modeling problems, imbalanced datPalabras claves:ADME modeling, Biopharmaceutics classification system, Caco-2 cell permeability, Cost-sensitive learning, Resampling technique, Support Vector MachineAutores:Bermejo M., Garrigues T., Gerardo M. Casañola-Martin, González-Álvarez I., Nguyen-Hai N., Pérez M.A.C., Pham-The H., Thu H.L.T.Fuentes:scopusIn silico assessment of ADME properties: Advances in Caco-2 cell monolayer permeability modeling
ReviewAbstract: One of the main goals of in silico Caco-2 cell permeability models is to identify those drug substanPalabras claves:Adme, Biopharmaceutics classification system (BCS), Caco-2 cell permeability, Human intestinal absorption, In vitro-in vivo correlation (IVIVC), QSAR/QSPRAutores:Garit J., Gerardo M. Casañola-Martin, Nam N.H., Pérez M.A.C., Pham-The H., Rasulev B., Thu H.L.T.Fuentes:scopusPhysico-Chemical and structural interpretation of discrete derivative indices on N-tuples atoms
ArticleAbstract: This report examines the interpretation of the Graph Derivative Indices (GDIs) from three differentPalabras claves:17 O-RMN, Activation entropy, Derivative indices, Discrete derivative, Free valence, GDIs, Reactivity, Resonance energy, Structural interpretationAutores:Artiles-Martínez L.M., César H. Zambrano, Fernando Javier Torres, Infante L.V., Maykel Cruz-Monteagudo, Muñiz Olite J.L., Oscar Martínez Santiago, Stephen Jones Barigye, Thu H.L.T., Vivas-Reyes R., Yovani Marrero-PonceFuentes:googlescopusRetrained 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:scopusPbkp_rediction of caco-2 cell permeability using bilinear indices and multiple linear regression
ArticleAbstract: The qualitative relationship between in vitro Caco-2 cellular transport and in vivo drug permeabilitPalabras claves:Adme, bilinear indices, Caco-2 cell, QSAR, ToMoCoMD-CARDDAutores:Cañizares-Carmenate Y., Garit J., Thu H.L.T., Torrens F., Yovani Marrero-PonceFuentes:googlescopus