Machine Learning Predicts the Fall Risk of Total Hip Arthroplasty Patients Based on Wearable Sensor Instrumented Performance Tests
J Polus, Riley A. Bloomfield, Edward M. Vasarhelyi, Brent A. Lanting, Matthew G. Teeter
Topics & Concepts
Receiver operating characteristicWearable computerMachine learningLinear discriminant analysisArtificial intelligenceSupport vector machineClassifier (UML)Cross-validationMedicineComputer scienceEmbedded systemTotal Knee Arthroplasty OutcomesBalance, Gait, and Falls PreventionProsthetics and Rehabilitation Robotics