Expert recommendation on collection, storage, annotation, and management of data related to medical artificial intelligence

Medical artificial intelligence (AI) and big data technology have rapidly advanced in recent years, and they are now routinely used for image-based diagnosis. China has a massive amount of medical data. However, a uniform criteria for medical data quality have yet to be established. Therefore, this review aimed to develop a standardized and detailed set of quality criteria for medical data collection, storage, annotation, and management related to medical AI. This will greatly improve the process of medical data resource sharing and the use of AI in clinical medicine.