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, DOI: 10.1177/14604582241295930.Peer-Reviewed Original ResearchMeSH KeywordsAbsorptiometry, PhotonAlgorithmsBone DensityFemaleHumansMaleNatural Language ProcessingConceptsT-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
2019
Impact of reference point selection on DXA-based measurement of forearm bone mineral density
Yu W, Ying Q, Guan W, Lin Q, Zhang Z, Chen J, Engelke K, Hsieh E. Impact of reference point selection on DXA-based measurement of forearm bone mineral density. Archives Of Osteoporosis 2019, 14: 107. PMID: 31707587, PMCID: PMC9721067, DOI: 10.1007/s11657-019-0658-2.Peer-Reviewed Original Research