23 February 2012 CT performance as a variable function of resolution, noise, and task property for iterative reconstructions
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Abstract
The increasing availability of iterative reconstruction (IR) algorithms on clinical scanners is creating a demand for effectively and efficiently evaluating imaging performance and potential dose reduction. In this study, the location- and task-specific evaluation was performed using detectability index (d') by combining a task function, the task transfer function (TTF), and the noise power spectrum (NPS). Task function modeled a wide variety detection tasks in terms of shape and contrast. The TTF and NPS were measured from a physical phantom as a function of contrast and dose levels. Measured d' values were compared between three IRs (IRIS, SAFIRE3 and SAFIRE5) and conventional filtered back-projection (FBP) at various dose levels, showing an equivalent performance of IR at lower dose levels. AUC further calculated from d' showed that compared to FBP, SAFIRE5 may reduce dose by up to 50-60%; SAFIRE3 and IRIS by up to 20-30%. This study provides an initial framework for the localized and task-specific evaluation of IRs in CT and a guideline for the identification of optimal operating dose point with iterative reconstructions.
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Baiyu Chen, Baiyu Chen, Samuel Richard, Samuel Richard, Olav Christianson, Olav Christianson, Xiaodong Zhou, Xiaodong Zhou, Ehsan Samei, Ehsan Samei, } "CT performance as a variable function of resolution, noise, and task property for iterative reconstructions", Proc. SPIE 8313, Medical Imaging 2012: Physics of Medical Imaging, 83131K (23 February 2012); doi: 10.1117/12.913220; https://doi.org/10.1117/12.913220
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