Machine learning and wearable sensors at preoperative assessments: Functional recovery prediction to set realistic expectations for knee replacements

•Patient expectations contribute to high dissatisfaction rates after knee replacement.•Wearable sensors permit objective measurement in the clinic.•Function before surgery is linked to improvement after intervention.•Machine learning can predict the amount of improvement to adjust patient expectations.