Potential applications and performance of machine learning techniques and algorithms in clinical practice: A systematic review

•Excellent performance metrics of ML do not guarantee adoption in clinical practice.•To date, most studies have fallen short in terms of external validation of ML models.•Studies on ML have a high to moderate risk of bias in reporting.•ML algorithms deployed for clinical use are much fewer than expe...

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