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A cascade computer model for mocrobicide diffusivity from mucoadhesive formulations

BACKGROUND: The cascade computer model (CCM) was designed as a machine-learning feature platform for prediction of drug diffusivity from the mucoadhesive formulations. Three basic models (the statistical regression model, the K nearest neighbor model and the modified version of the back propagation...

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Detalles Bibliográficos
Autores principales: Lee, Yugyung, Khemka, Alok, Acharya, Gayathri, Giri, Namita, Lee, Chi H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4545320/
https://www.ncbi.nlm.nih.gov/pubmed/26286552
http://dx.doi.org/10.1186/s12859-015-0684-z