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Theoretical Modeling of Long-Time Drug Release from Nitrosalicyl-Imine-Chitosan Hydrogels through Multifractal Logistic Type Laws

Drug release is a complex phenomenon due to the large number of interdependent side effects that occur simultaneously, involving strong nonlinear dynamics. Therefore, since their theoretical description is difficult in the classical mathematics modelling, we have built a theoretical model based on l...

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Detalles Bibliográficos
Autores principales: Craciun, Anda-Mihaela, Barhalescu, Mihaela Luminita, Agop, Maricel, Ochiuz, Lăcrămioara
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6710764/
https://www.ncbi.nlm.nih.gov/pubmed/31485257
http://dx.doi.org/10.1155/2019/4091464
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author Craciun, Anda-Mihaela
Barhalescu, Mihaela Luminita
Agop, Maricel
Ochiuz, Lăcrămioara
author_facet Craciun, Anda-Mihaela
Barhalescu, Mihaela Luminita
Agop, Maricel
Ochiuz, Lăcrămioara
author_sort Craciun, Anda-Mihaela
collection PubMed
description Drug release is a complex phenomenon due to the large number of interdependent side effects that occur simultaneously, involving strong nonlinear dynamics. Therefore, since their theoretical description is difficult in the classical mathematics modelling, we have built a theoretical model based on logistic type laws, validated by the correlations with the experimental data, in a special case of drug release from hydrogels. The novelty of our approach is the implementation of multifractality in logistic type laws, situation in which any chaotic system, characterized by a small number of nonlinear interactions, gets memory and, implicitly, characterization through a large number of nonlinear interactions. In other words, the complex system polymer-drug matrix becomes “pseudo-intelligent.”
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spelling pubmed-67107642019-09-04 Theoretical Modeling of Long-Time Drug Release from Nitrosalicyl-Imine-Chitosan Hydrogels through Multifractal Logistic Type Laws Craciun, Anda-Mihaela Barhalescu, Mihaela Luminita Agop, Maricel Ochiuz, Lăcrămioara Comput Math Methods Med Research Article Drug release is a complex phenomenon due to the large number of interdependent side effects that occur simultaneously, involving strong nonlinear dynamics. Therefore, since their theoretical description is difficult in the classical mathematics modelling, we have built a theoretical model based on logistic type laws, validated by the correlations with the experimental data, in a special case of drug release from hydrogels. The novelty of our approach is the implementation of multifractality in logistic type laws, situation in which any chaotic system, characterized by a small number of nonlinear interactions, gets memory and, implicitly, characterization through a large number of nonlinear interactions. In other words, the complex system polymer-drug matrix becomes “pseudo-intelligent.” Hindawi 2019-08-14 /pmc/articles/PMC6710764/ /pubmed/31485257 http://dx.doi.org/10.1155/2019/4091464 Text en Copyright © 2019 Anda-Mihaela Craciun et al. http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Craciun, Anda-Mihaela
Barhalescu, Mihaela Luminita
Agop, Maricel
Ochiuz, Lăcrămioara
Theoretical Modeling of Long-Time Drug Release from Nitrosalicyl-Imine-Chitosan Hydrogels through Multifractal Logistic Type Laws
title Theoretical Modeling of Long-Time Drug Release from Nitrosalicyl-Imine-Chitosan Hydrogels through Multifractal Logistic Type Laws
title_full Theoretical Modeling of Long-Time Drug Release from Nitrosalicyl-Imine-Chitosan Hydrogels through Multifractal Logistic Type Laws
title_fullStr Theoretical Modeling of Long-Time Drug Release from Nitrosalicyl-Imine-Chitosan Hydrogels through Multifractal Logistic Type Laws
title_full_unstemmed Theoretical Modeling of Long-Time Drug Release from Nitrosalicyl-Imine-Chitosan Hydrogels through Multifractal Logistic Type Laws
title_short Theoretical Modeling of Long-Time Drug Release from Nitrosalicyl-Imine-Chitosan Hydrogels through Multifractal Logistic Type Laws
title_sort theoretical modeling of long-time drug release from nitrosalicyl-imine-chitosan hydrogels through multifractal logistic type laws
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6710764/
https://www.ncbi.nlm.nih.gov/pubmed/31485257
http://dx.doi.org/10.1155/2019/4091464
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