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Machine learning using preoperative patient factors can predict duration of surgery and length of stay for total knee arthroplasty

Aazad Abbas, Jacob Mosseri, Johnathan R. Lex, Jay Toor, Bheeshma Ravi, Elias B. Khalil, Cari Whyne

2021International Journal of Medical Informatics67 citationsDOI

Topics & Concepts

HyperparameterMedicineMean squared errorComputer scienceTest setTotal knee arthroplastyMultilayer perceptronArtificial intelligenceMachine learningArtificial neural networkSurgeryStatisticsMathematicsTotal Knee Arthroplasty OutcomesArtificial Intelligence in Healthcare and EducationMachine Learning in Healthcare
Machine learning using preoperative patient factors can predict duration of surgery and length of stay for total knee arthroplasty | Litcius