2024
Deep learning classification of pediatric spinal radiographs for use in large scale imaging registries
Mulford K, Regan C, Todderud J, Nolte C, Pinter Z, Chang-Chien C, Yan S, Wyles C, Khosravi B, Rouzrokh P, Maradit Kremers H, Larson A. Deep learning classification of pediatric spinal radiographs for use in large scale imaging registries. Spine Deformity 2024, 12: 1607-1614. PMID: 39039392, DOI: 10.1007/s43390-024-00933-9.Peer-Reviewed Original ResearchConceptsTest setConvolutional neural network classifierNeural network classifierDeep learning classifierDeep learning classificationNetwork classifierData ingestionF1 scoreLearning classifiersModel architecturePerformance metricsPicture archivingTraining setClassifierAutomatic systemSpine radiographsOverall accuracyLateral imagesArchitectureAP imagesImage registryPediatric scoliosis patientsLateral spine radiographsAccuracyRadiographs of patients
2015
Interobserver and Intraobserver Reliability of the Modified Waldenström Classification System for Staging of Legg-Calvé-Perthes Disease
Hyman J, Trupia E, Wright M, Matsumoto H, Jo C, Mulpuri K, Joseph B, Kim H, Casey V, Castañeda P, Choi P, de Barros F, Gilbert S, Gourineni P, Hennessey T, Herring J, Janicki J, Kelly D, Kessler J, Larson A, Laine J, Logan K, Mack P, Martin B, Mehlman C, Otsuka N, Rosenfeld S, Sankar W, Schrader T, Shore B, Stuecker R, Sundberg S, Tamai J, Tis J, White K. Interobserver and Intraobserver Reliability of the Modified Waldenström Classification System for Staging of Legg-Calvé-Perthes Disease. Journal Of Bone And Joint Surgery 2015, 97: 643-650. PMID: 25878308, DOI: 10.2106/jbjs.n.00887.Peer-Reviewed Original ResearchConceptsLegg-Calve-Perthes diseaseIntraobserver reliabilityAssociated with clinical outcomesLegg-Calve-PerthesKappa valuesRadiographs of patientsSurvey 1Interobserver kappa valuesPediatric orthopaedic surgeonsClinical outcomesIntraobserver agreementClassification systemSurvey 3Orthopaedic surgeonsSurgeonsDiseaseOutcome studies
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