SynthesisArchives of orthopaedic and trauma surgery2025
Opportunistic CT-based osteoporosis screening of the hip: a systematic review of diagnostic accuracy.
Synthesis in Archives of orthopaedic and trauma surgery, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 4 papers, 1 of them a synthesis that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
4 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Artificial intelligence for opportunistic screening of osteoporosis across multiple imaging modalities: a systematic review.Frontiers in medicine · 2026Pooled it
- Opportunistic CT assessment of psoas muscle attenuation and its association with lumbar osteoporosis in total hip arthroplasty candidates.Skeletal radiology · 2026Article
- Opportunistic Screening for Low Bone Density Using Automated Vertebral Trabecular CT Attenuation from Low-Dose CT Acquired During FDG PET/CT: A Single-Center Retrospective Study.Tomography (Ann Arbor, Mich.) · 2026Article
- Three-Dimensional Analysis of Facial Skeleton Textures in CBCT as an Early Warning Sign of Osteoporosis-A Pilot Study.Diagnostics (Basel, Switzerland) · 2026Article
Corrections and comments
- Erratum issued
Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
introductionOsteoporosis is a major public health concern characterized by diminished bone mass and an increased fracture risk, yet its timely diagnosis remains challenging due to underutilization of Dual-energy X-ray Absorptiometry (DXA). Opportunistic screening using Computed Tomography (CT) images obtained for other indications offers a promising alternative for identifying patients at risk of fractures. This systematic review aims to evaluate the diagnostic accuracy of opportunistic osteoporosis screening using hip, pelvic, and abdominal CT scans, with a focus on measurements at the proximal femur. MATERIALS AND
methodsA systematic review was conducted to evaluate the use of opportunistic CT imaging of the hip for osteoporosis screening, following a search of PubMed, EMBASE, and MEDLINE databases up to January 2024 using PRISMA guidelines. All studies evaluating the diagnostic accuracy of CTs including the hip to diagnose osteopenia/osteoporosis were included. The outcomes assessed were: the correlation between CT-derived Hounsfield Units (HU) and DXA-derived Bone Mineral Density (BMD), and the diagnostic accuracy of CT-derived metrics to diagnose osteopenia/osteoporosis.
resultsThe systematic review included 16 studies with 6,772 patients (mean age 43.5-81.9 years), predominantly females (73%). Correlations between CT-derived HU values and DXA-derived BMD were strong across studies, with correlation coefficients up to 0.947. Diagnostic performance for osteoporosis was generally superior to that for osteopenia, with AUC values up to 0.987 and variability in cut-off values (e.g., 54-425 HU for the hip), highlighting significant differences across regions of interest and methodologies.
conclusionThis review shows opportunistic hip CT has promise for osteoporosis detection, with strong correlations to DXA and high reported accuracy. However, wide variability in HU thresholds and lack of standardized protocols mean current evidence is insufficient for clinical implementation. Until acquisition methods and calibration are standardized and validated, opportunistic CT should not replace DXA but remains a potential complementary tool.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.