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Monitoring and Analysis Solid Formulation Dissolution Phenomenon with Image Recognition Technologies

The dissolution test has become the most important quality index in the research and development of solid formulation, especially the evaluation of drug bioequivalence. However, it had low operability, was tedious, and was always overlooked. The previously related studies required a fixed tablet and...

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Detalles Bibliográficos
Autores principales: Wang, Haoyu, Kwong, Chiew Foong, Liu, Qianyu, Liu, Junyao, Liu, Zhixin, Lee, Boon Giin, Huang, Liang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9492363/
https://www.ncbi.nlm.nih.gov/pubmed/36156968
http://dx.doi.org/10.1155/2022/3997870
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author Wang, Haoyu
Kwong, Chiew Foong
Liu, Qianyu
Liu, Junyao
Liu, Zhixin
Lee, Boon Giin
Huang, Liang
author_facet Wang, Haoyu
Kwong, Chiew Foong
Liu, Qianyu
Liu, Junyao
Liu, Zhixin
Lee, Boon Giin
Huang, Liang
author_sort Wang, Haoyu
collection PubMed
description The dissolution test has become the most important quality index in the research and development of solid formulation, especially the evaluation of drug bioequivalence. However, it had low operability, was tedious, and was always overlooked. The previously related studies required a fixed tablet and analysed the recorded video by disso GUARO PRO and Microsoft Paint™. Therefore, we have developed a novel image recognition system to automatically track the moving tablet and analyse the volume change at the same time. Image recognition technology is often used to monitor the dissolution process. The camera system with visible light and infrared camera functions was placed on the dissolution tester. The system collects the plate image for binary processing and then records and calculates its pixel area, which can automatically record the volume change of the tablet in the dissolution test, no matter disintegration or corrosion.
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spelling pubmed-94923632022-09-22 Monitoring and Analysis Solid Formulation Dissolution Phenomenon with Image Recognition Technologies Wang, Haoyu Kwong, Chiew Foong Liu, Qianyu Liu, Junyao Liu, Zhixin Lee, Boon Giin Huang, Liang Comput Intell Neurosci Research Article The dissolution test has become the most important quality index in the research and development of solid formulation, especially the evaluation of drug bioequivalence. However, it had low operability, was tedious, and was always overlooked. The previously related studies required a fixed tablet and analysed the recorded video by disso GUARO PRO and Microsoft Paint™. Therefore, we have developed a novel image recognition system to automatically track the moving tablet and analyse the volume change at the same time. Image recognition technology is often used to monitor the dissolution process. The camera system with visible light and infrared camera functions was placed on the dissolution tester. The system collects the plate image for binary processing and then records and calculates its pixel area, which can automatically record the volume change of the tablet in the dissolution test, no matter disintegration or corrosion. Hindawi 2022-09-14 /pmc/articles/PMC9492363/ /pubmed/36156968 http://dx.doi.org/10.1155/2022/3997870 Text en Copyright © 2022 Haoyu Wang et al. https://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
Wang, Haoyu
Kwong, Chiew Foong
Liu, Qianyu
Liu, Junyao
Liu, Zhixin
Lee, Boon Giin
Huang, Liang
Monitoring and Analysis Solid Formulation Dissolution Phenomenon with Image Recognition Technologies
title Monitoring and Analysis Solid Formulation Dissolution Phenomenon with Image Recognition Technologies
title_full Monitoring and Analysis Solid Formulation Dissolution Phenomenon with Image Recognition Technologies
title_fullStr Monitoring and Analysis Solid Formulation Dissolution Phenomenon with Image Recognition Technologies
title_full_unstemmed Monitoring and Analysis Solid Formulation Dissolution Phenomenon with Image Recognition Technologies
title_short Monitoring and Analysis Solid Formulation Dissolution Phenomenon with Image Recognition Technologies
title_sort monitoring and analysis solid formulation dissolution phenomenon with image recognition technologies
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9492363/
https://www.ncbi.nlm.nih.gov/pubmed/36156968
http://dx.doi.org/10.1155/2022/3997870
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