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  4. Dual-Energy CT-based Opportunistic Volumetric Bone Mineral Density Assessment of the Distal Radius
 
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2023
Journal Article
Title

Dual-Energy CT-based Opportunistic Volumetric Bone Mineral Density Assessment of the Distal Radius

Abstract
Background: In patients with distal radius fractures (DRFs), low bone mineral density (BMD) is associated with bone substitute use during surgery and bone nonunion, but BMD information is not regularly available.
Purpose: To evaluate the feasibility of dual-energy CT (DECT)-based BMD assessment from routine examinations in the distal radius and the relationship between the obtained BMD values, the occurrence of DRFs, bone nonunion, and use of surgical bone substitute.
Materials and Methods: Scans in patients who underwent routine dual-source DECT in the distal radius between January 2016 and December 2021 were retrospectively acquired. Phantomless BMD assessment was performed using the delineated trabecular bone of a nonfractured segment of the distal radius and both DECT image series. CT images and health records were examined to determine fracture severity, surgical management, and the occurrence of bone nonunion. Associations of BMD with the occurrence of DRFs, bone nonunion, and bone substitute use at surgical treatment were examined with generalized additive models and receiver operating characteristic analysis.
Results: This study included 263 patients (median age, 52 years; IQR, 36-64 years; 132 female patients), of whom 192 were diagnosed with fractures. Mean volumetric BMD was lower in patients who sustained a DRF (93.9 mg/cm3 vs 135.4 mg/cm3; P < .001), required bone substitutes (79.6 mg/cm3 vs 95.5 mg/cm3; P < .001), and developed bone nonunion (71.1 mg/cm3 vs 96.5 mg/cm3; P < .001). Receiver operating characteristic curve analysis identified these patients with an area under the curve of 0.71-0.91 (P < .001). Lower BMD increased the risk to sustain DRFs, develop bone nonunion, and receive bone substitutes at surgery (P < .001).
Conclusion: DECT-based BMD assessment at routine examinations is feasible and could help predict surgical bone substitute use and the occurrence of bone nonunion in patients with DRFs.
Author(s)
Gruenewald, Leon D.
University Hospital Frankfurt
Koch, Vitali
University Hospital Frankfurt
Simon, Martin S.
University Hospital Frankfurt
Yel, İbrahim
University Hospital Frankfurt
Mahmoudi, Scherwin
University Hospital Frankfurt
Bernatz, Simon
University Hospital Frankfurt
Eichler, Katrin
University Hospital Frankfurt
Gruber-Rouh, Tatjana
University Hospital Frankfurt
Pinto Dos Santos, Daniel
University Hospital Frankfurt
D’Angelo, Tommaso
University Hospital Messina
Wesarg, Stefan  
Fraunhofer-Institut für Graphische Datenverarbeitung IGD  
Herrmann, Eva
University Hospital Frankfurt
Golbach, Rejane
University Hospital Frankfurt
Handon, Marlin
Erasmus Medical College, Rotterdam
Vogl, Thomas J.
University Hospital Frankfurt
Booz, Christian
University Hospital Frankfurt
Journal
Radiology  
DOI
10.1148/radiol.223150
Language
English
Fraunhofer-Institut für Graphische Datenverarbeitung IGD  
Keyword(s)
  • Branche: Healthcare

  • Research Line: Computer vision (CV)

  • LTA: Interactive decision-making support and assistance systems

  • LTA: Machine intelligence, algorithms, and data structures (incl. semantics)

  • Dual-energy CT

  • Bone mineral density (BMD)

  • Diagnostic imaging

  • Medical image processing

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