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Cervical cancer screening aided by artificial intelligence, China
OBJECTIVE: To implement and evaluate a large-scale online cervical cancer screening programme in Hubei Province, China, supported by artificial intelligence and delivered by trained health workers. METHODS: The screening programme, which started in 2017, used four types of health worker: sampling he...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
World Health Organization
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10225939/ https://www.ncbi.nlm.nih.gov/pubmed/37265676 http://dx.doi.org/10.2471/BLT.22.289061 |
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author | Zhu, Xingce Yao, Qiang Dai, Wei Ji, Lu Yao, Yifan Pang, Baochuan Turic, Bojana Yao, Lan Liu, Zhiyong |
author_facet | Zhu, Xingce Yao, Qiang Dai, Wei Ji, Lu Yao, Yifan Pang, Baochuan Turic, Bojana Yao, Lan Liu, Zhiyong |
author_sort | Zhu, Xingce |
collection | PubMed |
description | OBJECTIVE: To implement and evaluate a large-scale online cervical cancer screening programme in Hubei Province, China, supported by artificial intelligence and delivered by trained health workers. METHODS: The screening programme, which started in 2017, used four types of health worker: sampling health workers, slide preparation technicians, diagnostic health workers and cytopathologists. Sampling health workers took samples from the women on site; slide preparation technicians prepared slides for liquid-based cytology; diagnostic health workers identified negative samples and classified positive samples based on the Bethesda System after cytological assessment using online artificial intelligence; and cytopathologists reviewed positive samples and signed reports of the results online. The programme used fully automated scanners, online artificial intelligence, an online screening management platform, and mobile telephone devices to provide screening services. We evaluated the sustainability, performance and cost of the programme. RESULTS: From 2017 to 2021, 1 518 972 women in 16 cities in Hubei Province participated in the programme, of whom 1 474 788 (97.09%) had valid samples for the screening. Of the 86 648 women whose samples were positive, 30 486 required a biopsy but only 19 495 had one. The biopsy showed that 2785 women had precancerous lesions and 191 had invasive cancers. The cost of screening was 6.31 United States dollars (US$) per woman for the public payer: US$ 1.03 administrative costs and US$ 5.28 online screening costs. CONCLUSION: Cervical cancer screening using artificial intelligence in Hubei Province provided a low-cost, accessible and effective service, which will contribute to achieving universal cervical cancer screening coverage in China. |
format | Online Article Text |
id | pubmed-10225939 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | World Health Organization |
record_format | MEDLINE/PubMed |
spelling | pubmed-102259392023-06-01 Cervical cancer screening aided by artificial intelligence, China Zhu, Xingce Yao, Qiang Dai, Wei Ji, Lu Yao, Yifan Pang, Baochuan Turic, Bojana Yao, Lan Liu, Zhiyong Bull World Health Organ Research OBJECTIVE: To implement and evaluate a large-scale online cervical cancer screening programme in Hubei Province, China, supported by artificial intelligence and delivered by trained health workers. METHODS: The screening programme, which started in 2017, used four types of health worker: sampling health workers, slide preparation technicians, diagnostic health workers and cytopathologists. Sampling health workers took samples from the women on site; slide preparation technicians prepared slides for liquid-based cytology; diagnostic health workers identified negative samples and classified positive samples based on the Bethesda System after cytological assessment using online artificial intelligence; and cytopathologists reviewed positive samples and signed reports of the results online. The programme used fully automated scanners, online artificial intelligence, an online screening management platform, and mobile telephone devices to provide screening services. We evaluated the sustainability, performance and cost of the programme. RESULTS: From 2017 to 2021, 1 518 972 women in 16 cities in Hubei Province participated in the programme, of whom 1 474 788 (97.09%) had valid samples for the screening. Of the 86 648 women whose samples were positive, 30 486 required a biopsy but only 19 495 had one. The biopsy showed that 2785 women had precancerous lesions and 191 had invasive cancers. The cost of screening was 6.31 United States dollars (US$) per woman for the public payer: US$ 1.03 administrative costs and US$ 5.28 online screening costs. CONCLUSION: Cervical cancer screening using artificial intelligence in Hubei Province provided a low-cost, accessible and effective service, which will contribute to achieving universal cervical cancer screening coverage in China. World Health Organization 2023-06-01 2023-05-01 /pmc/articles/PMC10225939/ /pubmed/37265676 http://dx.doi.org/10.2471/BLT.22.289061 Text en (c) 2023 The authors; licensee World Health Organization. https://creativecommons.org/licenses/by/3.0/igo/This is an open access article distributed under the terms of the Creative Commons Attribution IGO License (http://creativecommons.org/licenses/by/3.0/igo/legalcode (https://creativecommons.org/licenses/by/3.0/igo/) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. In any reproduction of this article there should not be any suggestion that WHO or this article endorse any specific organization or products. The use of the WHO logo is not permitted. This notice should be preserved along with the article's original URL. |
spellingShingle | Research Zhu, Xingce Yao, Qiang Dai, Wei Ji, Lu Yao, Yifan Pang, Baochuan Turic, Bojana Yao, Lan Liu, Zhiyong Cervical cancer screening aided by artificial intelligence, China |
title | Cervical cancer screening aided by artificial intelligence, China |
title_full | Cervical cancer screening aided by artificial intelligence, China |
title_fullStr | Cervical cancer screening aided by artificial intelligence, China |
title_full_unstemmed | Cervical cancer screening aided by artificial intelligence, China |
title_short | Cervical cancer screening aided by artificial intelligence, China |
title_sort | cervical cancer screening aided by artificial intelligence, china |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10225939/ https://www.ncbi.nlm.nih.gov/pubmed/37265676 http://dx.doi.org/10.2471/BLT.22.289061 |
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