Explainable machine learning to predict prolonged post-operative opioid use in rotator cuff patients

Abstract Background Opioid overuse is a costly and significant problem in the United States. Medical specialties including surgery are a contributor to opioid prescriptions while having few clear prescribing guidelines. Machine learning predictive tools can assist surgeons with evaluating patients f...

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Autors principals:	Jason Guattery, Liane M. Miller, James J. Irrgang, Albert Lin, Bambang Parmanto, Ahmad P. Tafti
Format:	Artigo
Idioma:	Inglês
Publicat:	BMC 2025-12-01
Col·lecció:	BMC Musculoskeletal Disorders
Matèries:	Post-operative opioid use Machine learning in healthcare Rotator cuff
Accés en línia:	https://doi.org/10.1186/s12891-025-09301-8
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