19 March 2014 Use of depth information from in-depth photon counting detectors for x-ray spectral imaging: a preliminary simulation study
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Abstract
Purpose: Photon counting x-ray detectors (PCXD) may improve dose-efficiency but are hampered by limited count rate. They generally have imperfect energy response. Multi-layer ("in-depth") detectors have been proposed to enable higher count rates but the potential benefit of the depth information has not been explored. We conducted a simulation study to compare in-depth detectors against single layer detectors composed of common materials. Both photon counting and energy integrating modes were studied. Methods: Polyenergetic transmissions were simulated through 25cm of water and 1cm of calcium. For PCXD composed of Si, GaAs or CdTe a 120kVp spectrum was used. For energy integrating x-ray detectors (EIXD) made from GaAs, CdTe or CsI, spectral imaging was done using 80 and 140kVp and matched dose. Semi-ideal and phenomenological energy response models were used. To compare these detectors, we computed the Cramér-Rao lower bound (CRLB) of the variance of basis material estimates. Results: For PCXDs with perfect energy response, depth data provides no additional information. For PCXDs with imperfect energy response and for EIXDs the improvement can be significant. E.g., for a CdTe PCXD with realistic energy response, depth information can reduce the variance by ~50%. The improvement depends on the x-ray spectrum. For a semi-ideal Si detector and a narrow x-ray spectrum the depth information has minimal advantage. For EIXD, the in-depth detector has consistent variance reduction (15% and 17%~19% for water and calcium, respectively). Conclusions: Depth information is beneficial to spectral imaging for both PCXD and EIXD. The improvement depends critically on the detector energy response.
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Yuan Yao, Yuan Yao, Hans Bornefalk, Hans Bornefalk, Scott S. Hsieh, Scott S. Hsieh, Mats Danielsson, Mats Danielsson, Norbert J. Pelc, Norbert J. Pelc, } "Use of depth information from in-depth photon counting detectors for x-ray spectral imaging: a preliminary simulation study", Proc. SPIE 9033, Medical Imaging 2014: Physics of Medical Imaging, 90333E (19 March 2014); doi: 10.1117/12.2042839; https://doi.org/10.1117/12.2042839
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