Asynchronous calibration of a CT scanner for bone mineral density estimation: sources of error and correction.
Alice DudleMichael IthRainer EgliJohannes HeverhagenYvan GuglerChristina WappDaniela A FrauchigerKurt LippunerChristian JackowskiPhilippe K ZyssetPublished in: JBMR plus (2024)
The estimation of BMD with CT scans requires a calibration method, usually based on a phantom. In asynchronous calibration, the phantom is scanned separately from the patient. A standardized acquisition protocol must be used to avoid variations between patient and phantom. However, variations can still be induced, for example, by temporal fluctuations or patient characteristics. Based on the further use of 739 forensic and 111 clinical CT scans, this study uses the proximal femur BMD value ("total hip") to assess asynchronous calibration accuracy, using in-scan calibration as ground truth. It identifies the parameters affecting the calibration accuracy and quantifies their impact. For time interval and table height, the impact was measured by calibrating the CT scan twice (once using the phantom scan with closest acquisition parameters and once using a phantom scan with standard values) and comparing the calibration accuracy. For other parameters such as body weight, the impact was measured by computing a linear regression between parameter values and calibration accuracy. Finally, this study proposes correction methods to reduce the effect of these parameters and improve the calibration accuracy. The BMD error of the asynchronous calibration, using the phantom scan with the closest acquisition parameters, was -1.2 ± 1.7% for the forensic and - 1.6 ± 3.5% for the clinical dataset. Among the parameters studied, time interval and body weight were identified as the main sources of error for asynchronous calibration, followed by table height and reconstruction kernel. Based on these results, a correction method was proposed to improve the calibration accuracy.
Keyphrases
- dual energy
- computed tomography
- image quality
- low cost
- body weight
- bone mineral density
- contrast enhanced
- positron emission tomography
- total hip
- magnetic resonance imaging
- body mass index
- postmenopausal women
- case report
- randomized controlled trial
- physical activity
- total knee arthroplasty
- drinking water
- endothelial cells