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NEMA MITA JSC 51500-2023 Machine Learning Algorithms: Dataset Management Best Practices in Medical Imaging
standard by National Electrical Manufacturers Association, 10/20/2023
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This document addresses considerations for evaluating data for quality, fitness, and usability to achieve the intended use , determined by the manufacturer, for an ML imaging device. To that end, the best practices discussed in this document focus on the development and management of good quality datasets.