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Hypothetical framework for developing machine learning (ML) prediction models in healthcare. EHR, electronic health record; FDA, Food & Drugs Administration; MHRA, Medicines and Healthcare products Regulatory Agency; PROBAST, Prediction model Risk Of Bias ASsessment Tool; TRIPOD, Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis.
