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The Necessity of Real Data in Healthcare AI and Model Evaluation
This chapter examines the critical role of real patient data in validating the effectiveness of medical device models during clinical trials. It highlights the advantages of using synthetic data for training while stressing the importance of thorough evaluation by healthcare professionals regarding aspects like security, privacy, and accuracy.