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ORIGINAL RESEARCH article

Front. Mol. Biosci.

Sec. Molecular Diagnostics and Therapeutics

This article is part of the Research TopicDiagnosis and Treatment of Osteoporotic Fractures: Advances, Challenges, and Future PerspectivesView all 8 articles

Diagnostic utility of IBEX Bone Health for assessment of osteoporosis from knee radiographs

Provisionally accepted
Robert  MeertensRobert Meertens1*Ben  LopezBen Lopez2Michael  GundryMichael Gundry1Ben  CroneBen Crone2Wavell  VigersWavell Vigers1Michelle  EvansMichelle Evans1Richard  McWilliamRichard McWilliam2Sarah  JarvisSarah Jarvis2
  • 1Department of Health and Care Professions, University of Exeter, Exeter, United Kingdom
  • 2Ibex Innovations Ltd., Sedgefield, United Kingdom

The final, formatted version of the article will be published soon.

Purpose: This study reports testing of IBEX Bone Health (IBEX BH) software, applied following acquisition of knee digital radiographs (DRs). IBEX BH analyses DRs to measure areal bone mineral density (aBMD) and T-scores. This study investigates aBMD and T-score at the knee as a biomarker to identify patients at high risk of osteoporosis. Methods: A 497-participant single-centre, non-randomised, prospective study was carried out comparing a) IBEX BH, a quantitative DR software device, to b) Dual-energy X-ray Absorptiometry (DXA). Participants underwent left and right knee DRs, and knee, pelvis and lumbar spine DXA scans. Analysis evaluates the efficacy of IBEX BH as a knee densitometry device, comparing performance to that of reference standard DXA at the same anatomical site. It further evaluates the area under the receiver operating characteristics curve (AUC) performance of IBEX BH in predicting osteoporosis, defined by clinical reports from hip and/or spine DXA. This is compared against DXA referral recommendations derived from National Osteoporosis Guideline Group (NOGG) guidelines, which use 10-year fracture risk calculated by the fracture risk assessment tool (FRAX) without neck of femur (NoF) aBMD. Results: Correlations between IBEX BH aBMD and DXA aBMD at the same anatomical sites were 0.91 (95% confidence interval (CI) [0.90, 0.93]) for the proximal tibia (PT) and 0.87 (95%CI [0.84, 0.89]) for the distal femur (DF). For the PT and DF, the AUC for IBEX BH for discriminating central osteoporosis was 0.91 (95%CI [0.87, 0.95]) and 0.88 (95%CI [0.82, 0.93]) respectively, compared to 0.93 (95%CI [0.9, 0.97]) and 0.92 (95%CI [0.88, 0.96]) for DXA. In operating point analysis, the sensitivity and specificity to central osteoporosis of PT IBEX BH T-score was 0.66 95%CI [0.50, 0.78] and 0.94 95%CI [0.89, 0.96] respectively, compared to a sensitivity and specificity of 0.66 95%CI [0.50, 0.79] and 0.69 95%CI [0.63, 0.75] respectively for NOGG referral thresholds based on FRAX without NoF aBMD. Conclusions: Ibex BH shows strong correlation to DXA at the same anatomical site, and superior ability to FRAX without NoF aBMD for classifying central osteoporosis. Results demonstrate the potential utility of IBEX BH as a densitometer and opportunistic osteoporosis screening tool.

Keywords: Osteoporosis, bone mineral density, Knee radiographs, Distal femur, Proximal tibia, Opportunistic screening, artificial intelligence

Received: 22 Jul 2025; Accepted: 27 Nov 2025.

Copyright: © 2025 Meertens, Lopez, Gundry, Crone, Vigers, Evans, McWilliam and Jarvis. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence: Robert Meertens

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