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  4. Diagnostic Accuracy of Quantitative Dual-energy CT-based Volumetric Bone Mineral Density Assessment for the Prediction of Osteoporosis-associated Fractures
 
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2022
Journal Article
Title

Diagnostic Accuracy of Quantitative Dual-energy CT-based Volumetric Bone Mineral Density Assessment for the Prediction of Osteoporosis-associated Fractures

Abstract
Objectives: To evaluate the predictive value of volumetric bone mineral density (BMD) assessment of the lumbar spine derived from phantomless dual-energy CT (DECT)-based volumetric material decomposition as an indicator for the 2-year occurrence risk of osteoporosis-associated fractures. Methods: L1 of 92 patients (46 men, 46 women; mean age, 64 years, range, 19-103 years) who had undergone third-generation dual-source DECT between 01/2016 and 12/2018 was retrospectively analyzed. For phantomless BMD assessment, dedicated DECT postprocessing software using material decomposition was applied. Digital files of all patients were sighted for 2 years following DECT to obtain the incidence of osteoporotic fractures. Receiver operating characteristic (ROC) analysis was used to calculate cut-off values and logistic regression models were used to determine associations of BMD, sex, and age with the occurrence of osteoporotic fractures. Results: A DECT-derived BMD cut-off of 93.70 mg/cm3 yielded 85.45% sensitivity and 89.19% specificity for the prediction to sustain one or more osteoporosis-associated fractures within 2 years after BMD measurement. DECT-derived BMD was significantly associated with the occurrence of new fractures (odds ratio of 0.8710, 95% CI, 0.091-0.9375, p < .001), indicating a protective effect of increased DECT-derived BMD values. Overall AUC was 0.9373 (CI, 0.867-0.977, p < .001) for the differentiation of patients who sustained osteoporosis-associated fractures within 2 years of BMD assessment. Conclusions: Retrospective DECT-based volumetric BMD assessment can accurately predict the 2-year risk to sustain an osteoporosis-associated fracture in at-risk patients without requiring a calibration phantom. Lower DECT-based BMD values are strongly associated with an increased risk to sustain fragility fractures.
Author(s)
Gruenewald, Leon D.
Goethe Univ. Frankfurt
Koch, Vitali
Goethe Univ. Frankfurt
Martin, Simon S.
Goethe Univ. Frankfurt
Yel, Ibrahim
Goethe Univ. Frankfurt
Eichler, Katrin
Univ. Hospital Frankfurt
Gruber-Rouh, Tatjana
Univ. Hospital Frankfurt
Lenga, Lukas
Goethe Univ. Frankfurt
Wichmann, Julian L.
Goethe Univ. Frankfurt
Alizadeh, Leona S.
Goethe Univ. Frankfurt
Albrecht, Moritz H.
Goethe Univ. Frankfurt
Mader, Christoph
Univ. Hospital Frankfurt
Huizinga, Nicole A.
Vrije Univ. Amsterdam
D'Angelo, Tommaso
Univ. Hospital Messina
Mazziotti, Silvio
Univ. Hospital Messina
Wesarg, Stefan  
Fraunhofer-Institut für Graphische Datenverarbeitung IGD  
Vogl, Thomas J.
Univ. Hospital Frankfurt
Booz, Christian
Goethe Univ. Frankfurt
Journal
European radiology  
Open Access
DOI
10.1007/s00330-021-08323-9
Language
English
Fraunhofer-Institut für Graphische Datenverarbeitung IGD  
Keyword(s)
  • Lead Topic: Individual Health

  • Research Line: Computer vision (CV)

  • Research Line: Modeling (MOD)

  • dual-energy CT

  • bone mineral density (BMD)

  • Osteoporosis

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