AI Medical Compendium Journal:
The Journal of the American Academy of Orthopaedic Surgeons

Showing 21 to 24 of 24 articles

Artificial Neural Networks Predict 30-Day Mortality After Hip Fracture: Insights From Machine Learning.

The Journal of the American Academy of Orthopaedic Surgeons Nov 15, 2021
OBJECTIVES: Accurately stratifying patients in the preoperative period according to mortality risk informs treatment considerations and guides adjustments to bundled reimbursements. We developed and compared three machine learning models to determine...
Humans Neural Networks, Computer Machine Learning Female Male Logistic Models Bayes Theorem Hip Fractures
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The Cost of Robot-assisted Total Hip Arthroplasty: Comparing Safety and Hospital Charges to Conventional Total Hip Arthroplasty.

The Journal of the American Academy of Orthopaedic Surgeons Jul 15, 2021
INTRODUCTION: Utilization of robotic assistance is increasing for total hip arthroplasty (THA). However, few studies have directly examined the efficacy of this technique at reducing complications. This research aims to compare the rates of periopera...
Humans Retrospective Studies Risk Factors Postoperative Complications Hospitals Length of Stay Treatment Outcome Robotics Arthroplasty, Replacement, Hip Hospital Charges
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A Novel Machine Learning Model Developed to Assist in Patient Selection for Outpatient Total Shoulder Arthroplasty.

The Journal of the American Academy of Orthopaedic Surgeons Jul 1, 2020
INTRODUCTION: Patient selection for outpatient total shoulder arthroplasty (TSA) is important to optimizing patient outcomes. This study aims to develop a machine learning tool that may aid in patient selection for outpatient total should arthroplast...
Humans Machine Learning Forecasting Decision Support Techniques Female Aged Pulmonary Disease, Chronic Obstructive Male Comorbidity Length of Stay ROC Curve Logistic Models Treatment Outcome Age Factors Patient Selection Sex Factors Outpatients Arthroplasty, Replacement, Shoulder
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Machine Learning Applications in Orthopaedic Imaging.

The Journal of the American Academy of Orthopaedic Surgeons May 15, 2020
Humans Artificial Intelligence Machine Learning Deep Learning Diagnostic Imaging Orthopedics
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