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A Review of Pharmaceutical Robot based on Hyperspectral Technology
The quality and safety of medicinal products are related to patients’ lives and health. Therefore, quality inspection takes a key role in the pharmaceutical industry. Most of the previous solutions are based on machine vision, however, their performance is limited by the RGB sensor. The pharmaceutic...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Netherlands
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9306415/ https://www.ncbi.nlm.nih.gov/pubmed/35909703 http://dx.doi.org/10.1007/s10846-022-01602-7 |
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author | Su, Xuesan Wang, Yaonan Mao, Jianxu Chen, Yurong Yin, ATing Zhao, Bingrui Zhang, Hui Liu, Min |
author_facet | Su, Xuesan Wang, Yaonan Mao, Jianxu Chen, Yurong Yin, ATing Zhao, Bingrui Zhang, Hui Liu, Min |
author_sort | Su, Xuesan |
collection | PubMed |
description | The quality and safety of medicinal products are related to patients’ lives and health. Therefore, quality inspection takes a key role in the pharmaceutical industry. Most of the previous solutions are based on machine vision, however, their performance is limited by the RGB sensor. The pharmaceutical visual inspection robot combined with hyperspectral imaging technology is becoming a new trend in the high-end medical quality inspection process since the hyperspectral data can provide spectral information with spatial knowledge. Yet, there is no comprehensive review about hyperspectral imaging-based medicinal products inspection. This paper focuses on the pivotal pharmaceutical applications, including counterfeit drugs detection, active component analysis of tables, and quality testing of herbal medicines and other medical materials. We discuss the technology and hardware of Raman spectroscopy and hyperspectral imaging, firstly. Furthermore, we review these technologies in pharmaceutical scenarios. Finally, the development tendency and prospect of hyperspectral imaging technology-based robots in the field of pharmaceutical quality inspection is summarized. |
format | Online Article Text |
id | pubmed-9306415 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer Netherlands |
record_format | MEDLINE/PubMed |
spelling | pubmed-93064152022-07-25 A Review of Pharmaceutical Robot based on Hyperspectral Technology Su, Xuesan Wang, Yaonan Mao, Jianxu Chen, Yurong Yin, ATing Zhao, Bingrui Zhang, Hui Liu, Min J Intell Robot Syst Regular Paper The quality and safety of medicinal products are related to patients’ lives and health. Therefore, quality inspection takes a key role in the pharmaceutical industry. Most of the previous solutions are based on machine vision, however, their performance is limited by the RGB sensor. The pharmaceutical visual inspection robot combined with hyperspectral imaging technology is becoming a new trend in the high-end medical quality inspection process since the hyperspectral data can provide spectral information with spatial knowledge. Yet, there is no comprehensive review about hyperspectral imaging-based medicinal products inspection. This paper focuses on the pivotal pharmaceutical applications, including counterfeit drugs detection, active component analysis of tables, and quality testing of herbal medicines and other medical materials. We discuss the technology and hardware of Raman spectroscopy and hyperspectral imaging, firstly. Furthermore, we review these technologies in pharmaceutical scenarios. Finally, the development tendency and prospect of hyperspectral imaging technology-based robots in the field of pharmaceutical quality inspection is summarized. Springer Netherlands 2022-07-22 2022 /pmc/articles/PMC9306415/ /pubmed/35909703 http://dx.doi.org/10.1007/s10846-022-01602-7 Text en © The Author(s), under exclusive licence to Springer Nature B.V. 2022 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Regular Paper Su, Xuesan Wang, Yaonan Mao, Jianxu Chen, Yurong Yin, ATing Zhao, Bingrui Zhang, Hui Liu, Min A Review of Pharmaceutical Robot based on Hyperspectral Technology |
title | A Review of Pharmaceutical Robot based on Hyperspectral Technology |
title_full | A Review of Pharmaceutical Robot based on Hyperspectral Technology |
title_fullStr | A Review of Pharmaceutical Robot based on Hyperspectral Technology |
title_full_unstemmed | A Review of Pharmaceutical Robot based on Hyperspectral Technology |
title_short | A Review of Pharmaceutical Robot based on Hyperspectral Technology |
title_sort | review of pharmaceutical robot based on hyperspectral technology |
topic | Regular Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9306415/ https://www.ncbi.nlm.nih.gov/pubmed/35909703 http://dx.doi.org/10.1007/s10846-022-01602-7 |
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