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IEEE Recommended Practice for the Quality Management of Datasets for Medical Artificial Intelligence

IEEE Std 2801-2022

Organization:
IEEE - The Institute of Electrical and Electronics Engineers, Inc.
Year: 2022

Abstract: Promoted in this recommended practice are quality management activities for datasets used for artificial intelligence medical devices (AIMD). The document highlights quality objectives for organizations responsible for datasets. The document describes control of records during the lifecycle of datasets, including but not limited to data collection, annotation, transfer, utilization, storage, maintenance, updates, retirement, and other activities. The document emphasizes special consideration for the dataset quality management system, including but not limited to responsibility management, resource management, dataset realization, and quality control.
URI: http://yse.yabesh.ir/std;query=autho47037D83FCDCAC4261598F1EFDEC014A/handle/yse/329688
Subject: quality management
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    IEEE Recommended Practice for the Quality Management of Datasets for Medical Artificial Intelligence

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contributor authorIEEE - The Institute of Electrical and Electronics Engineers, Inc.
date accessioned2023-08-07T18:47:05Z
date available2023-08-07T18:47:05Z
date copyright05 July 2022
date issued2022
identifier other9812564.pdf
identifier urihttp://yse.yabesh.ir/std;query=autho47037D83FCDCAC4261598F1EFDEC014A/handle/yse/329688
description abstractPromoted in this recommended practice are quality management activities for datasets used for artificial intelligence medical devices (AIMD). The document highlights quality objectives for organizations responsible for datasets. The document describes control of records during the lifecycle of datasets, including but not limited to data collection, annotation, transfer, utilization, storage, maintenance, updates, retirement, and other activities. The document emphasizes special consideration for the dataset quality management system, including but not limited to responsibility management, resource management, dataset realization, and quality control.
languageEnglish
titleIEEE Recommended Practice for the Quality Management of Datasets for Medical Artificial Intelligenceen
titleIEEE Std 2801-2022num
typeStandard
page31
treeIEEE - The Institute of Electrical and Electronics Engineers, Inc.:;2022
contenttypeFulltext
subject keywordsquality management
subject keywordsartificial intelligence medical device
subject keywordsAIMD
subject keywordsdatasets
subject keywordsIEEE 2801
identifier DOI10.1109/IEEESTD.2022.9812564
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