IEEE Std 2801-2022Recommended Practice for the Quality Management of Datasets for Medical Artificial Intelligence医学人工智能数据集质量管理推荐标准.docxVIP

STANDARDS

STANDARDS

IEEES八

STANDARDS

ASSOCIATION

IEEERecommendedPracticefortheQualityManagementofDatasets

forMedicalArtificialIntelligence

IEEEEngineeringinMedicineandBiologySociety

Developedbythe

StandardsCommittee

IEEEStd2801-2022

+IEEE

IEEEStd2801-2022

IEEERecommendedPracticefor

theQualityManagementofDatasetsforMedicalArtificialIntelligence

Developedbythe

StandardsCommittee

ofthe

IEEEEngineeringinMedicineandBiologySociety

Approved13May2022

IEEESAStandardsBoard

Abstract:Promotedinthisrecommendedpracticearequalitymanagementactivitiesfordatasetsusedforartificialintelligencemedicaldevices(AIMD).Thedocumenthighlightsqualityobjectivesfororganizationsresponsiblefordatasets.Thedocumentdescribescontrolofrecordsduringthelifecycleofdatasets,includingbutnotlimitedtodatacollection,annotation,transfer,utilization,storage,maintenance,updates,retirement,andotheractivities.Thedocumentemphasizesspecialconsiderationforthedatasetqualitymanagementsystem,includingbutnotimitedtoresponsibilitymanagement,resourcemanagement,datasetrealization,andqualitycontrol.

Keywords:AIMD,artificialintelligencemedicaldevice,datasets,IEEE2801,qualitymanagement

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Allrightsreserved.Published5July2022.PrintedintheUnitedStatesofAmerica.

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