Improvements in dose efficiency with high resolution scan modes in photon counting CT

For the detection of very small objects, high resolution detectors are expected to provide higher dose efficiency. We assessed this impact of increased resolution on a clinical photon counting detector CT (PCD-CT) by comparing its detectability in high resolution and standard resolution (with 2x2 binning and larger focal spot) modes. A 50𝜇𝑚-thin metal wire was placed in a thorax phantom and scanned in both modes at three exposure levels (12, 15, and 18 mAs); acquired data were reconstructed with three reconstruction kernels (Br40, Br68, and Br76, from smooth to sharp). A scanning nonprewhitening model observer searched for the wire location within each slice independently. Detection performance was quantified as area under the exponential transform of the free response ROC curve. The high-resolution mode had the mean AUCs at 18 mAs of 0.45, 0.49, and 0.65 for Br40, Br68, and Br76, respectively, which were 2 times, 3.6 times, and 4.6 times those of the standard resolution mode. The high-resolution mode achieved greater AUC at 12 mAs than the standard resolution mode at 18 mAs for every reconstruction kernel, but improvements were larger at sharper kernels. The results are consistent with the greater suppression of noise aliasing expected at higher frequencies with high resolution CT. This work illustrates that PCD-CT can provide large dose efficiency gains for detection tasks of small, high contrast lesions.

[1]  Tucker F. Johnson,et al.  Accuracy of Nodule Volume and Airway Wall Thickness Measurement Using Low-Dose Chest CT on a Photon-Counting Detector CT Scanner , 2022, Investigative radiology.

[2]  A. Persson,et al.  Assessment of visibility of bone structures in the wrist using normal and half of the radiation dose with photon-counting detector CT. , 2022, European journal of radiology.

[3]  T. Flohr,et al.  First Clinical Photon-counting Detector CT System: Technical Evaluation. , 2021, Radiology.

[4]  F O Bochud,et al.  Image quality in CT: From physical measurements to model observers. , 2015, Physica medica : PM : an international journal devoted to the applications of physics to medicine and biology : official journal of the Italian Association of Biomedical Physics.

[5]  Jongduk Baek,et al.  To bin or not to bin? The effect of CT system limiting resolution on noise and detectability , 2013, Physics in medicine and biology.

[6]  L. Popescu Nonparametric signal detectability evaluation using an exponential transformation of the FROC curve. , 2011, Medical physics.

[7]  W. Kalender,et al.  X-ray computed tomography , 2019, Machine Learning for Tomographic Imaging.

[8]  Cynthia M. McCollough,et al.  Improved quantification of coronary artery luminal stenosis in the presence of heavy calcifications using photon-counting detector CT. , 2022, Proceedings of SPIE--the International Society for Optical Engineering.