Patient-specific Hip Arthroplasty Dislocation Risk Calculator: An Explainable Multimodal Machine Learning–based Approach
Khosravi B, Rouzrokh P, Maradit Kremers H, Larson D, Johnson Q, Faghani S, Kremers W, Erickson B, Sierra R, Taunton M, Wyles C. Patient-specific Hip Arthroplasty Dislocation Risk Calculator: An Explainable Multimodal Machine Learning–based Approach. Radiology Artificial Intelligence 2022, 4: e220067. PMID: 36523643, PMCID: PMC9745445, DOI: 10.1148/ryai.220067.Peer-Reviewed Original ResearchC-indexTotal hip arthroplastyPatient-specific riskClinical-only modelAnteroposterior pelvic radiographsClinical characteristicsClinical featuresRisk stratificationClinical dataOutcome analysisConventional radiographyImage featuresSkeletal-AppendicularPrimary total hip arthroplastyPelvic radiographsPatientsRisk calculatorStudy sampleRisk of dislocationHip arthroplastyOutcomesDiscrimination abilityDislocation incidenceSurvival models
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