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The global AI radiology market was valued at $21.5 million in 2018, and it is forecast to reach $181.1 million in 2025, growing at a staggering CAGR of 35.9%. The FDA started clearing AI algorithms for clinical decision support in 2018. Despite the numerous advantages of AI in radiology, there are still challenges preventing its wide deployment. How to properly train machine learning to aid radiology? Where does AI stand when it comes to ethics and regulations?