Attaching Importance to the Standardized Construction of Artificial Intelligence Database of Medical Imaging

Medical imaging is regarded as one of the most potential domains where artificial intelligence can be applied in practice. However, artificial intelligence is facing challenges resulting from continuous growth of data, such as lack of high-quality data, lack of standardization in domain, lack of eff...

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Autores principales:	SHI Zhenwei, LIU Zaiyi
Formato:	article
Lenguaje:	ZH
Publicado:	Editorial Office of Medical Journal of Peking Union Medical College Hospital 2021
Materias:	medical imaging artificial intelligence fair data principle standardized database Medicine R
Acceso en línea:	https://doaj.org/article/fc437d0ebe5a4a17ae9d0d642c0a052e
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spelling	oai:doaj.org-article:fc437d0ebe5a4a17ae9d0d642c0a052e2021-12-01T03:35:24ZAttaching Importance to the Standardized Construction of Artificial Intelligence Database of Medical Imaging1674-908110.12290/xhyxzz.2021-0507https://doaj.org/article/fc437d0ebe5a4a17ae9d0d642c0a052e2021-10-01T00:00:00Zhttps://xhyxzz.pumch.cn/en/article/doi/10.12290/xhyxzz.2021-0507https://doaj.org/toc/1674-9081Medical imaging is regarded as one of the most potential domains where artificial intelligence can be applied in practice. However, artificial intelligence is facing challenges resulting from continuous growth of data, such as lack of high-quality data, lack of standardization in domain, lack of effective data management and regulation. Therefore, it is necessary to construct a standardized medical imaging database complying with the national condition of China, laws/regulations, and using habits of researchers. FAIR data principle (findable, accessible, interoperable, and reusable) may play a key role in database construction, data acquisition, and regulating descriptions of medical imaging data. Looking forward to boosting the standardized construction of artificial intelligence databases of medical imaging under the combined efforts of national researchers.SHI ZhenweiLIU ZaiyiEditorial Office of Medical Journal of Peking Union Medical College Hospitalarticlemedical imagingartificial intelligencefair data principlestandardized databaseMedicineRZHXiehe Yixue Zazhi, Vol 12, Iss 5, Pp 599-601 (2021)
institution	DOAJ
collection	DOAJ
language	ZH
topic	medical imaging artificial intelligence fair data principle standardized database Medicine R
spellingShingle	medical imaging artificial intelligence fair data principle standardized database Medicine R SHI Zhenwei LIU Zaiyi Attaching Importance to the Standardized Construction of Artificial Intelligence Database of Medical Imaging
description	Medical imaging is regarded as one of the most potential domains where artificial intelligence can be applied in practice. However, artificial intelligence is facing challenges resulting from continuous growth of data, such as lack of high-quality data, lack of standardization in domain, lack of effective data management and regulation. Therefore, it is necessary to construct a standardized medical imaging database complying with the national condition of China, laws/regulations, and using habits of researchers. FAIR data principle (findable, accessible, interoperable, and reusable) may play a key role in database construction, data acquisition, and regulating descriptions of medical imaging data. Looking forward to boosting the standardized construction of artificial intelligence databases of medical imaging under the combined efforts of national researchers.
format	article
author	SHI Zhenwei LIU Zaiyi
author_facet	SHI Zhenwei LIU Zaiyi
author_sort	SHI Zhenwei
title	Attaching Importance to the Standardized Construction of Artificial Intelligence Database of Medical Imaging
title_short	Attaching Importance to the Standardized Construction of Artificial Intelligence Database of Medical Imaging
title_full	Attaching Importance to the Standardized Construction of Artificial Intelligence Database of Medical Imaging
title_fullStr	Attaching Importance to the Standardized Construction of Artificial Intelligence Database of Medical Imaging
title_full_unstemmed	Attaching Importance to the Standardized Construction of Artificial Intelligence Database of Medical Imaging
title_sort	attaching importance to the standardized construction of artificial intelligence database of medical imaging
publisher	Editorial Office of Medical Journal of Peking Union Medical College Hospital
publishDate	2021
url	https://doaj.org/article/fc437d0ebe5a4a17ae9d0d642c0a052e
work_keys_str_mv	AT shizhenwei attachingimportancetothestandardizedconstructionofartificialintelligencedatabaseofmedicalimaging AT liuzaiyi attachingimportancetothestandardizedconstructionofartificialintelligencedatabaseofmedicalimaging
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Attaching Importance to the Standardized Construction of Artificial Intelligence Database of Medical Imaging

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