Deep learning model
Intervention1 paper2 findings
- In silico1
Outcomes
1Opportunistic detection of reduced BMD
upin silico1Very low certainty
1 study
Opportunistic detection of reduced BMD
upin silico1Very low certainty
Deep learning model improves opportunistic detection of reduced BMD in silico (184 vs 41 cases).
In silico12-24 months prior to fracture eventn = 354
Preventing fragility fractures: AI-based opportunistic osteoporosis detection in routine CT · Osteoporosis international : a journal established as result of cooperation between the European Foundation for Osteoporosis and the National Osteoporosis Foundation of the USA · 24 Aug 2026
Associations
1Reduced bone mineral density detection
upin silico1Very low certainty
1 study
Reduced bone mineral density detection
upin silico1Very low certainty
Deep learning model predicts reduced bone mineral density detection in silico (sensitivity 67%, specificity 84%).
In silicoon independent holdout set
Preventing fragility fractures: AI-based opportunistic osteoporosis detection in routine CT · Osteoporosis international : a journal established as result of cooperation between the European Foundation for Osteoporosis and the National Osteoporosis Foundation of the USA · 24 Aug 2026