IEEE P2801:2022 Edition
$31.42
IEEE Draft Recommended Practice for the Quality Management of Datasets for Medical Artificial Intelligence
| Published By | Publication Date | Number of Pages |
| IEEE | 2022 |
New IEEE Standard – Active – Draft. The recommended practice promotes quality management activities for datasets used for artificial intelligence medical device(AIMD). The document highlights quality objective for dataset responsible organizations. The document describes control of records during the life cycle of datasets, including but not limited to data collection, annotation, transfer, utilization, storage, maintenance, update, 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.
PDF Catalog
| PDF Pages | PDF Title |
|---|---|
| 1 | IEEE Std 2801-2022 Front cover |
| 2 | Title page |
| 4 | Important Notices and Disclaimers Concerning IEEE Standards Documents |
| 8 | Participants |
| 10 | Introduction |
| 11 | Contents |
| 12 | 1. Overview 1.1 Scope 1.2 Purpose 1.3 Word usage |
| 13 | 2. Normative references 3. Definitions 4. Recommendation for documentation 4.1 Data set file 4.2 Control of records |
| 14 | 5. Recommendation for management responsibility 5.1 Quality objectives |
| 16 | 5.2 Personnel and responsibility |
| 17 | 6. Recommendation for resource management 6.1 Personnel requirement |
| 18 | 6.2 Tool requirement 7. Recommendation for data set lifecycle 7.1 Design input |
| 19 | 7.2 Data collection 7.3 Data preprocessing |
| 21 | 7.4 Annotation 7.5 Data set entry 7.6 Data set storage |
| 22 | 7.7 Data set distribution 7.8 Maintenance and handling of data sets |
| 23 | 7.9 Data modification and update 7.10 Data augmentation |
| 24 | 7.11 Data retirement 8. Recommendations for quality control, privacy, and security 8.1 Verification of data set quality 8.2 Control of data set bias |
| 25 | 8.3 Control of privacy leakage |
| 26 | 8.4 Control of data security |
| 27 | Annex A (informative) Examples of quality measurement for data sets |
| 28 | Annex B (informative) Discussion on ethical and societal consideration of data sets |
| 29 | Annex C (informative) Bibliography |
| 31 | Back cover |
Related products
-
IEEE P1801
IEEE Draft Standard for Design and Verification of Low Power, Energy Aware Electronic Systems Published…
-
IEEE P1801
IEEE Draft Standard for Design and Verification of Low Power, Energy Aware Electronic Systems Published…
-
IEEE 2801-2022
IEEE Recommended Practice for the Quality Management of Datasets for Medical Artificial Intelligence Published By…
-
IEEE P1801
IEEE Draft Standard for Design and Verification of Low Power, Energy Aware Electronic Systems Published…
-
IEEE P2851
IEEE Draft Standard for Functional Safety Data Format for Interoperability within the Dependability Lifecycle Published…
-
IEEE P2851
IEEE Draft Standard for Functional Safety Data Format for Interoperability within the Dependability Lifecycle Published…
-
IEEE P2831
IEEE Draft Recommended Practice for Distributed Traveling Wave Fault Location Device for High Voltage Direct…
-
IEEE P2851
IEEE Draft Standard for Functional Safety Data Format for Interoperability within the Dependability Lifecycle Published…
-
IEEE P1801
IEEE Draft Standard for Design and Verification of Low Power, Energy Aware Electronic Systems Published…
-
IEEE P1801
IEEE Draft Standard for Design and Verification of Low Power, Energy Aware Electronic Systems Published…
-
IEEE P2851
IEEE Draft Standard for Functional Safety Data Format for Interoperability within the Dependability Lifecycle Published…
-
IEEE P2802
IEEE Draft Standard for the Performance and Safety Evaluation of Artificial Intelligence Based Medical Device:…
-
IEEE P2800
IEEE Draft Standard for Interconnection and Interoperability of Inverter-Based Resources (IBR) Interconnecting with Associated Transmission…
-
ICC IRC Commentary Vol 2 2018 1stPrint
International Residential Code and Commentary, Volume 2 Published By Publication Date Number of Pages ICC…
-
IEEE P1801
IEEE Draft Standard for Design and Verification of Low Power, Energy Aware Electronic Systems Published…
-
IEEE P2802 2023
IEEE Draft Standard for the Performance and Safety Evaluation of Artificial Intelligence Based Medical Device:…
-
IEEE P2851
IEEE Draft Standard for Functional Safety Data Format for Interoperability within the Dependability Lifecycle Published…
-
IEEE P1801 D7 August2015 DRAFT
IEEE Draft Standard for Design and Verification of Low Power, Energy Aware Electronic Systems Published…
-
IEEE P2800
IEEE Draft Standard for Interconnection and Interoperability of Inverter-Based Resources (IBR) Interconnecting with Associated Transmission…
-
IEEE P2881
IEEE Draft Standard for Learning Metadata Terms Published By Publication Date Number of Pages IEEE…
-
IEEE P1801
IEEE Draft Standard for Design and Verification of Low Power, Energy Aware Electronic Systems Published…
-
IEEE P1801
IEEE Draft Standard for Design and Verification of Low Power, Energy Aware Electronic Systems Published…
-
IEEE P2841
IEEE Draft Framework and Process for Deep Learning Evaluation Published By Publication Date Number of…
-
IEEE P2800
IEEE Draft Standard for Interconnection and Interoperability of Inverter-Based Resources (IBR) Interconnecting with Associated Transmission…
-
IEEE P2801:2022 Edition
IEEE Draft Recommended Practice for the Quality Management of Datasets for Medical Artificial Intelligence Published…
-
IEEE P2851
IEEE Draft Standard for Functional Safety Data Format for Interoperability within the Dependability Lifecycle Published…
-
IEEE P2851
IEEE Draft Standard for Functional Safety Data Format for Interoperability within the Dependability Lifecycle Published…
-
IEEE P2800
IEEE Draft Standard for Interconnection and Interoperability of Inverter-Based Resources (IBR) Interconnecting with Associated Transmission…
-
IEEE P2800
IEEE Draft Standard for Interconnection and Interoperability of Inverter-Based Resources (IBR) Interconnecting with Associated Transmission…
-
IEEE P1801
IEEE Draft Standard for Design and Verification of Low Power, Energy Aware Electronic Systems Published…
-
IEEE P2891
IEEE Draft Standard for Performance Evaluation of Biometric Information: Fingerprint Recognition Published By Publication Date…
-
IEEE 2800 2022
IEEE P2800, Dec 2021 – APPROVED DRAFT Standard for Interconnection and Interoperability of Inverter-Based Resources…
-
IEEE P2841
IEEE Draft Framework and Process for Deep Learning Evaluation Published By Publication Date Number of…
-
IEEE P2891:2023 Edition
IEEE Draft Standard for Performance Evaluation of Biometric Information: Fingerprint Recognition Published By Publication Date…
-
IEEE P2851:2023 Edition
IEEE Approved Draft Standard for Functional Safety Data Format for Interoperability within the Dependability Lifecycle…
-
IEEE P2831:2023 Edition
IEEE Draft Recommended Practice for Distributed Traveling Wave Fault Location Device for High Voltage Direct…
-
IEEE P2811
IEEE Draft Standard for Architectural Framework and Technical Requirements for Smart Lock Published By Publication…
-
IEEE P2807 2022
IEEE Draft Framework of Knowledge Graphs Published By Publication Date Number of Pages IEEE 2022
-
IEEE P2841:2022 Edition
IEEE Approved Draft Framework and Process for Deep Learning Evaluation Published By Publication Date Number…
-
IEEE P2851
IEEE Draft Standard for Functional Safety Data Format for Interoperability within the Dependability Lifecycle Published…
