“ROC curve analysis identified BMD-T8-T10 thresholds for osteopenia (138 mg/cm3) and osteoporosis (97 mg/cm3) with areas under the curve of 0.97 and 0.99, respectively.”
Thoracic bone mineral density predicts osteoporosis in humans (CT lung cancer screening) (AUC 0.99).
“ROC curve analysis identified BMD-T8-T10 thresholds for osteopenia (138 mg/cm3) and osteoporosis (97 mg/cm3) with areas under the curve of 0.97 and 0.99, respectively.”
Thoracic bone mineral density is associated with lumbar bone mineral density in humans (AI-based chest CT measurements compared with standard QCT) (r = 0.98, P < 0.001).
“with the highest correlation observed for T10-T12 (r = 0.98, P < 0.001).”
HumansAI-based chest CT measurements compared with standard QCTT10-T12 vertebrae48 female, 50 malesn = 98
In a separate test group of 2,490 adults, the model achieved a discrimination score of 0.993, where 1 represents perfect separation.In a separate test group of 2,490 adults, the model achieved a discrimination score of 0.993, where 1 represents perfect separation.