ArticleEuropean radiology2019
DXA-equivalent quantification of bone mineral density using dual-layer spectral CT scout scans.
Article in European radiology, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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Who cites it
13 citing papers in PubMed, 26 citations in OpenAlex.
- Dual-view scout scans with deep learning for ultra-low dose attenuation correction in PET.Medical physics · 2026Article
- Opportunistic computed tomography assessment of bone, muscle, and adipose tissue: evidence, limitations, and clinical translation.Frontiers in medicine · 2026Review
- In Vivo Bone Mineral Density Assessment With Spectral Localizer Radiographs From Photon-Counting Detector CT: Prospective Comparison With DXA.Investigative radiology · 2025Article
- An Image-Based Prior Knowledge-Free Approach for a Multi-Material Decomposition in Photon-Counting Computed Tomography.Diagnostics (Basel, Switzerland) · 2024Article
- Lumbar muscle involvement in the occurrence of osteoporotic vertebral fracture.Research in diagnostic and interventional imaging · 2024Article
- Visceral adipose tissue volume effect in Crohn's disease using reduced exposure CT enterography.Journal of applied clinical medical physics · 2024Article
- Comparison of volumetric and areal bone mineral density in CT and scout scans using spectral detector technology.European radiology experimental · 2023Article
- Serum nuclear factor IB as a novel and noninvasive indicator in the diagnosis of secondary hyperparathyroidism.Journal of clinical laboratory analysis · 2021Article
- Computed tomography-based opportunistic osteoporosis assessment: a comparison of two software applications for lumbar vertebral volumetric bone mineral density measurements.Quantitative imaging in medicine and surgery · 2021Article
- Accuracy, agreement, and reliability of DECT-derived vBMD measurements: an initial ex vivo study.European radiology · 2021Article
- Incidence and risk factors of osteoporotic status in outpatients who underwent gastrectomy for gastric cancer.JGH open : an open access journal of gastroenterology and hepatology · 2020Article
- Phantomless assessment of volumetric bone mineral density using virtual non-contrast images from spectral detector computed tomography.The British journal of radiology · 2020Article
- Dual-Energy Computed Tomography Virtual Noncalcium Technique in Diagnosing Osteoporosis: Correlation With Quantitative Computed Tomography.Journal of computer assisted tomographyArticle
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Authors and funding
16 authors at 4 institutions in 2 countries.
Funding
Abstract
objectivesTo develop and evaluate a method for areal bone mineral density (aBMD) measurement based on dual-layer spectral CT scout scans.
methodsA post-processing algorithm using a pair of 2D virtual mono-energetic scout images (VMSIs) was established in order to semi-automatically compute the aBMD at the spine similarly to DXA, using manual soft tissue segmentation, semi-automatic segmentation for the vertebrae, and automatic segmentation for the background. The method was assessed based on repetitive measurements of the standardized European Spine Phantom (ESP) using the standard scout scan tube current (30 mA) and other tube currents (10 to 200 mA), as well as using fat-equivalent extension rings simulating different patient habitus, and was compared to dual-energy X-ray absorptiometry (DXA). Moreover, the feasibility of the method was assessed in vivo in female patients.
resultsDerived from standard scout scans, aBMD values measured with the proposed method significantly correlated with DXA measurements (r = 0.9925, p < 0.001), and mean accuracy (DXA, 4.12%; scout, 1.60%) and precision (DXA, 2.64%; scout, 2.03%) were comparable between the two methods. Moreover, aBMD values assessed at different tube currents did not differ significantly (p ≥ 0.20 for all), suggesting that the presented method could be applied to scout scans with different settings. Finally, data derived from sample patients were concordant with BMD values from a reference age-matched population.
conclusionsBased on dual-layer spectral scout scans, aBMD measurements were fast and reliable and significantly correlated with the according DXA measurements in phantoms. Considering the number of CT acquisitions performed worldwide, this method could allow truly opportunistic osteoporosis screening. KEY POINTS: • 2D scout scans (localizer radiographs) from a dual-layer spectral CT scanner, which are mandatory parts of a CT examination, can be used to automatically determine areal bone mineral density (aBMD) at the spine. • The presented method allowed fast (< 25 s/patient), semi-automatic, and reliable DXA-equivalent aBMD measurements for state-of-the-art DXA phantoms at different tube settings and for various patient habitus, as well as for sample patients. • Considering the number of CT scout scan acquisitions performed worldwide on a daily basis, the presented technique could enable truly opportunistic osteoporosis screening with DXA-equivalent metrics, without involving higher radiation exposure since it only processes existing data that is acquired during each CT scan.
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