Interpretation on the Standard Artificial Intelligence Medical Device-Quality Requirements and Evaluation-Part 2: General Requirements for Datasets
Datasets, as an important resource for artificial intelligence medical device industry, have been placed under medical device supervision. National Medical Products Administration (NMPA) has published a sectoral standard named YY/T 1833.2-2022 Artificial Intelligence Medical Device-Quality Requireme...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | zho |
| Published: |
Editorial Office of Medical Journal of Peking Union Medical College Hospital
2023-11-01
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| Series: | Xiehe Yixue Zazhi |
| Subjects: | |
| Online Access: | https://xhyxzz.pumch.cn/en/article/doi/10.12290/xhyxzz.2023-0464 |
| _version_ | 1827596541062283264 |
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| author | WANG Hao MENG Xiangfeng HAO Ye LI Jiage LI Jingli |
| author_facet | WANG Hao MENG Xiangfeng HAO Ye LI Jiage LI Jingli |
| author_sort | WANG Hao |
| collection | DOAJ |
| description | Datasets, as an important resource for artificial intelligence medical device industry, have been placed under medical device supervision. National Medical Products Administration (NMPA) has published a sectoral standard named YY/T 1833.2-2022 Artificial Intelligence Medical Device-Quality Requirements and Evaluation-Part 2: General Requirement for Datasets to guide dataset quality evaluation. This standard describes dataset requirements for documentation and quality measures, proposes evaluation methods, and helps dataset producers enhance quality control from the source. It would benefit clinical agencies in dataset construction and better meet industry need. This article introduces the background and key points of the standard, in order to better guide the applications in artificial intelligence medical device industry. |
| first_indexed | 2024-03-09T03:12:01Z |
| format | Article |
| id | doaj.art-87f8c590de174a7ab07f6ce5defde141 |
| institution | Directory Open Access Journal |
| issn | 1674-9081 |
| language | zho |
| last_indexed | 2024-03-09T03:12:01Z |
| publishDate | 2023-11-01 |
| publisher | Editorial Office of Medical Journal of Peking Union Medical College Hospital |
| record_format | Article |
| series | Xiehe Yixue Zazhi |
| spelling | doaj.art-87f8c590de174a7ab07f6ce5defde1412023-12-04T02:34:10ZzhoEditorial Office of Medical Journal of Peking Union Medical College HospitalXiehe Yixue Zazhi1674-90812023-11-011461180118410.12290/xhyxzz.2023-0464Interpretation on the Standard Artificial Intelligence Medical Device-Quality Requirements and Evaluation-Part 2: General Requirements for DatasetsWANG HaoMENG XiangfengHAO YeLI JiageLI JingliDatasets, as an important resource for artificial intelligence medical device industry, have been placed under medical device supervision. National Medical Products Administration (NMPA) has published a sectoral standard named YY/T 1833.2-2022 Artificial Intelligence Medical Device-Quality Requirements and Evaluation-Part 2: General Requirement for Datasets to guide dataset quality evaluation. This standard describes dataset requirements for documentation and quality measures, proposes evaluation methods, and helps dataset producers enhance quality control from the source. It would benefit clinical agencies in dataset construction and better meet industry need. This article introduces the background and key points of the standard, in order to better guide the applications in artificial intelligence medical device industry.https://xhyxzz.pumch.cn/en/article/doi/10.12290/xhyxzz.2023-0464yy/t 1833.2-2022artificial intelligencemedical devicedata qualitydataset |
| spellingShingle | WANG Hao MENG Xiangfeng HAO Ye LI Jiage LI Jingli Interpretation on the Standard Artificial Intelligence Medical Device-Quality Requirements and Evaluation-Part 2: General Requirements for Datasets Xiehe Yixue Zazhi yy/t 1833.2-2022 artificial intelligence medical device data quality dataset |
| title | Interpretation on the Standard Artificial Intelligence Medical Device-Quality Requirements and Evaluation-Part 2: General Requirements for Datasets |
| title_full | Interpretation on the Standard Artificial Intelligence Medical Device-Quality Requirements and Evaluation-Part 2: General Requirements for Datasets |
| title_fullStr | Interpretation on the Standard Artificial Intelligence Medical Device-Quality Requirements and Evaluation-Part 2: General Requirements for Datasets |
| title_full_unstemmed | Interpretation on the Standard Artificial Intelligence Medical Device-Quality Requirements and Evaluation-Part 2: General Requirements for Datasets |
| title_short | Interpretation on the Standard Artificial Intelligence Medical Device-Quality Requirements and Evaluation-Part 2: General Requirements for Datasets |
| title_sort | interpretation on the standard artificial intelligence medical device quality requirements and evaluation part 2 general requirements for datasets |
| topic | yy/t 1833.2-2022 artificial intelligence medical device data quality dataset |
| url | https://xhyxzz.pumch.cn/en/article/doi/10.12290/xhyxzz.2023-0464 |
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