The modified Amsterdam index provided a sensitivity of 97.44%, a specificity of 21.35%, a positive predictive value of 35.2%, and the area under the curve ROC (ROC AUC) of 0.64 with 95% CI from 0.55 to 0.73 at the femoral neck for identifying osteoporosis in our study population.