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Prediction of Human Intestinal Absorption by GA Feature Selection and Support Vector Machine Regression

QSAR (Quantitative Structure Activity Relationships) models for the prediction of human intestinal absorption (HIA) were built with molecular descriptors calculated by ADRIANA.Code, Cerius(2) and a combination of them. A dataset of 552 compounds covering a wide range of current drugs with experiment...

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Detalles Bibliográficos
Autores principales: Yan, Aixia, Wang, Zhi, Cai, Zongyuan
Formato: Texto
Lenguaje:English
Publicado: Molecular Diversity Preservation International (MDPI) 2008
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2635609/
https://www.ncbi.nlm.nih.gov/pubmed/19325729
http://dx.doi.org/10.3390/ijms9101961