Machine Learning Algorithms Predict Prolonged Opioid Use in Opioid-Naïve Primary Hip Arthroscopy Patients.

Kyle N Kunze Evan M PolceThomas D AlterShane J Nho

Published in: Journal of the American Academy of Orthopaedic Surgeons. Global research & reviews (2021)

Machine learning algorithms demonstrated good performance for predicting prolonged opioid use after hip arthroscopy in opioid-naïve patients. External validation of this algorithm is necessary to confirm the predictive ability and performance before use in clinical settings.

Keyphrases

machine learning
end stage renal disease
ejection fraction
deep learning
newly diagnosed
chronic kidney disease
chronic pain
artificial intelligence
pain management
big data
patient reported outcomes
total hip arthroplasty