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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...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2022
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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. |
format | Online Article Text |
id | pubmed-9492363 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
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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