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Preoperative Prediction of Value Metrics and a Patient-Specific Payment Model for Primary Total Hip Arthroplasty: Development and Validation of a Deep Learning Model.

The Journal of arthroplasty 31122849
BACKGROUND: The primary objective was to develop and test an artificial neural network (ANN) that learns and predicts length of stay (LOS), inpatient charges, and discharge disposition for total hip arthroplasty. The secondary objective was to create...
Aged Aged, 80 and over Arthroplasty, Replacement, Hip Cohort Studies Comorbidity Databases, Factual Deep Learning Fees and Charges Female Health Care Costs Humans Inpatients Length of Stay Male Osteoarthritis, Hip Preoperative Period Reproducibility of Results ROC Curve Social Class United States
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