A Study Evaluating the Performance of Using AI Software and Chest X-rays to Screen for Osteoporosis as Compared to Standard DXA Scans in Patients 50 Years and Older
A Retrospective Multi-centre Paired Accuracy Study to Evaluate the Performance of Osteo Signal Against the Dual-energy X-ray Absorptiometry (DXA) for Opportunistic Osteoporosis Screening.
Study Overview
Status
Status
Conditions
Conditions
Intervention / Treatment
Intervention / Treatment
Study Type
Study Type
Enrollment (Estimated)
Enrollment
Contacts and Locations
Study Contact
Study Contact
- Name: Kim Bensalem
- Phone Number: +447885369062
- Email: kim@medilife.net
Study Contact Backup
- Name: Jung Jinho
- Phone Number: +82 1083113509
- Email: jhjung@promedius.ai
Study Locations
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Rotterdam, Netherlands, 3015 GD
- Not yet recruiting
- Erasmus University Medical Center Rotterdam,
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Principal Investigator:
- Jacob J Visser, Musculoskeletal Radiologist
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London, United Kingdom, E1 4DG
- Recruiting
- Barts Health NHS Trust
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Principal Investigator:
- Giuseppe Ruocco
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Essex
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Westcliff-on-Sea, Essex, United Kingdom, SS0 0RY
- Not yet recruiting
- Mid and South Essex NHS Foundation Trust
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Principal Investigator:
- Anupama C Nandagudi, Consultant Rheumatologist
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Participation Criteria
Eligibility Criteria
Eligibility Criteria
Ages Eligible for Study
- Adult
- Older Adult
Accepts Healthy Volunteers
Sampling Method
Study Population
Description
Inclusion Criteria:
- Age ≥50 years at the time of chest X-ray
Availability of
- Posteroanterior (PA) Chest X-ray and
- DXA scan with a valid T-score measurement where both the DXA scan and Chest x-ray examinations were performed within 6 months (182 days) of each other and
- Available X-ray and DXA scans performed on or after 01-Jan-2010.
- Complete metadata (sex and age) available on PACS or hospital records.
Exclusion Criteria:
Non-diagnostic Quality or Incomplete Imaging of:
- DXA scan inadequacy: Missing T-score from a technically inadequate scan.
- PA Chest X-ray technical inadequacy: Non-PA projection, significant motion artefacts, inadequate visualisation of thoracic structures, or missing DICOM metadata.
- Image format incompatibility: Non-DICOM format or corrupted image files that would prevent AI analysis
- PA Chest X-ray > ±6 months from the date of the DXA scan.
Previous diagnosis or treatment of Osteoporosis prior to the DXA scan used in the Study.
- diagnosis of osteoporosis (T-score ≤-2.5), or current/recent anti- osteoporotic medications, within 12 months prior to the DXA scan used in the study.
- Current or recent anti-osteoporotic medications for 3 months (91 days) continuously prior to the Chest x-ray used in the Study.
- Diagnosis of any metabolic bone disease prior to the DXA scan used in the study.
- Diagnosis of metabolic bone disease other than Osteoporosis or Osteopenia, up to a maximum of 3 months (91 days) after the DXA scan.
Major Chest Wall or Spinal Deformities, including but not limited to:
- Severe structural deformities: Thoracic scoliosis with Cobb angle >40°, severe kyphosis, or chest wall deformities (pectus excavatum/carinatum) affecting >30% of the thoracic cage.
- Surgical hardware: Previous thoracic/spinal surgery with metallic implants obscuring anatomical landmarks required for AI analysis.
- Pathological conditions: Extensive pulmonary consolidation, pleural effusion, lesions or masses obscuring >30% of thoracic skeletal structures
- Subject has opted out of confidential data being used for research purposes
Study Plan
How is the study designed?
Design Details
What is the study measuring?
Primary Outcome Measures
Primary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
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Two class bone status classification (osteoporosis/non osteoporosis)
Time Frame: At a time following the participant having had a chest x-ray and DXA scan within 6 months of each other
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Device output against the lowest DXA as measured by sensitivity, specificity, and area under the ROC curve (AUC)
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At a time following the participant having had a chest x-ray and DXA scan within 6 months of each other
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Secondary Outcome Measures
Secondary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
|
Three class bone status classification (osteoporosis/osteopenia/normal)
Time Frame: At a time following the participant having had a chest x-ray and DXA scan within 6 months of each other
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Device output against the lowest DXA as measured by area under the ROC curve (AUC), overall per cent agreement, and weighted Cohen's kappa
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At a time following the participant having had a chest x-ray and DXA scan within 6 months of each other
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Classification for osteoporosis and osteopenia
Time Frame: At a time following the participant having had a chest x-ray and DXA scan within 6 months of each other
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Positive predictive value (PPV) and negative predictive value (NPV) for osteoporosis and osteopenia classifications
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At a time following the participant having had a chest x-ray and DXA scan within 6 months of each other
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Collaborators and Investigators
Sponsor
Sponsor
Investigators
Investigators
- Principal Investigator: Jacob J Visser, Musculoskeletal Radiologist, Erasmus Medical Center
Study record dates
Study Major Dates
Study Start (Actual)
Study Start
Primary Completion (Estimated)
Primary Completion
Study Completion (Estimated)
Study Completion
Study Registration Dates
First Submitted
First Submitted
First Submitted That Met QC Criteria
First Submitted That Met QC Criteria
First Posted (Actual)
First Posted
Study Record Updates
Last Update Posted (Actual)
Last Update Posted
Last Update Submitted That Met QC Criteria
Last Update Submitted That Met QC Criteria
Last Verified
Last Verified
More Information
Terms related to this study
Keywords
Additional Relevant MeSH Terms
Other Study ID Numbers
Other Study ID Numbers
- CIP-OSTEO3-001
Plan for Individual participant data (IPD)
Plan to Share Individual Participant Data (IPD)?
IPD Plan Description
Drug and device information, study documents
Studies a U.S. FDA-regulated drug product
Studies a U.S. FDA-regulated device product
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