Table of Contents - F.781.1 (06/2024) - General framework of quality control of medical images for machine learning applications
1 Scope 2 References 3 Definitions 3.1 Terms defined elsewhere 3.2 Terms defined in this Recommendation 4 Abbreviations and acronyms 5 Conventions 6 Background 7 Workflow of data quality control 8 Requirements of medical input image 9 Requirements of medical image integration 10 Requirements of medical image annotation 11 Criteria on data quality for machine learning applications 11.1 Criteria on the type of segmentation for images 11.2 Criteria on data distributions, data consistency and consistency in data annotation process 11.3 Criteria on data governance and privacy considerations Bibliography
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