Predicting Factors for Blood Transfusion in Primary Total Knee Arthroplasty Using a Machine Learning Method

This study demonstrated that MPNN for the prediction of patient-specific blood transfusion rates after TKA represented a novel application of machine learning with the potential to improve preoperative planning for treatment outcomes.