2024
BoneScore: A natural language processing algorithm to extract bone mineral density data from DXA scans
Fodeh S, Wang R, Murphy T, Kidwai-Khan F, Leo-Summers L, Tessier-Sherman B, Hsieh E, Womack J. BoneScore: A natural language processing algorithm to extract bone mineral density data from DXA scans. Health Informatics Journal 2024, 30: 14604582241295930. PMID: 39526751, PMCID: PMC11872221, DOI: 10.1177/14604582241295930.Peer-Reviewed Original ResearchConceptsT-score valuesT-scoreNLP algorithmsDXA scansFemoral neck T-scoreNatural language processing algorithmsBone mineral density dataLanguage processing algorithmsBone mineral densityExtract annotationsRegular expressionsTest dataProcessing algorithmsDXA reportsMineral densityAlgorithmMultivariate linear regressionClinical face validityRisk factorsPresence of informationDXANLPClinical validationClinical expertsAccuracy
2009
Evaluation of bone mineral density and metabolic abnormalities associated with low-energy hip fractures
Oetgen M, Miki R, Smart L, Lindskog D. Evaluation of bone mineral density and metabolic abnormalities associated with low-energy hip fractures. Current Orthopaedic Practice 2009, 20: 674-681. DOI: 10.1097/bco.0b013e3181ad4b0c.Peer-Reviewed Original ResearchLow-energy hip fracturesBone density T-scoreLow-energy hipLow bone densityMetabolic abnormalitiesHip fractureBone densityT-scoreVitamin DD levelsMetabolic evaluationPatient populationCalcium levelsFemoral neck T-scoreConclusions Most patientsSevere metabolic abnormalitiesParathyroid hormone levelsPercent of patientsVitamin D levelsBone density scanBone mineral densityBone density evaluationBone density valuesEvaluation of osteoporosisEffective screening protocol
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