TY - JOUR
T1 - Dedicated cone-beam breast CT using laterally-shifted detector geometry
T2 - Quantitative analysis of feasibility for clinical translation
AU - Vedantham, Srinivasan
AU - Tseng, Hsin Wu
AU - Konate, Souleymane
AU - Shi, Linxi
AU - Karellas, Andrew
N1 - Funding Information: This work was supported in part by National Institutes of Health (NIH) grants R21 CA134128 and R01 CA199044. The contents are solely the responsibility of the authors and do not represent the official views of the NIH or the National Cancer Institute. Preliminary and partial contents of this work were presented at the 55th Annual Meeting of the American Association of Physicists in Medicine (AAPM), Indianapolis, August 2013 and at the 4th International Conference on Image Formation in Computed Tomography (CT Meeting), Bamberg, Germany. Publisher Copyright: © 2020 - IOS Press and the authors. All rights reserved.
PY - 2020
Y1 - 2020
N2 - BACKGROUND: High-resolution, low-noise detectors with minimal dead-space at chest-wall could improve posterior coverage and microcalcification visibility in the dedicated cone-beam breast CT (CBBCT). However, the smaller field-of-view necessitates laterally-shifted detector geometry to enable optimizing the air-gap for x-ray scatter rejection. OBJECTIVE: To evaluate laterally-shifted detector geometry for CBBCT with clinical projection datasets that provide for anatomical structures and lesions. METHODS: CBBCT projection datasets (n=17 breasts) acquired with a 40×30cm detector (1024×768-pixels, 0.388-mm pixels) were truncated along the fan-angle to emulate 20.3×30cm, 22.2×30cm and 24.1×30cm detector formats and correspond to 20, 120, 220 pixels overlap in conjugate views, respectively. Feldkamp-Davis-Kress (FDK) algorithm with 3 different weighting schemes were used for reconstruction. Visual analysis for artifacts and quantitative analysis of root-mean-squared-error (RMSE), absolute difference between truncated and 40×30cm reconstructions (Diff), and its power spectrum (PSDiff) were performed. RESULTS: Artifacts were observed for 20.3×30cm, but not for other formats. The 24.1×30cm provided the best quantitative results with RMSE and Diff (both in units of μ, cm-1) of 4.39×10-3±1.98×10-3 and 4.95×10-4±1.34×10-4, respectively. The PSDiff (>0.3 cycles/mm) was in the order of 10-14μ2mm3 and was spatial-frequency independent. CONCLUSIONS: Laterally-shifted detector CBBCT with at least 220 pixels overlap in conjugate views (24.1×30cm detector format) provides quantitatively accurate and artifact-free image reconstruction.
AB - BACKGROUND: High-resolution, low-noise detectors with minimal dead-space at chest-wall could improve posterior coverage and microcalcification visibility in the dedicated cone-beam breast CT (CBBCT). However, the smaller field-of-view necessitates laterally-shifted detector geometry to enable optimizing the air-gap for x-ray scatter rejection. OBJECTIVE: To evaluate laterally-shifted detector geometry for CBBCT with clinical projection datasets that provide for anatomical structures and lesions. METHODS: CBBCT projection datasets (n=17 breasts) acquired with a 40×30cm detector (1024×768-pixels, 0.388-mm pixels) were truncated along the fan-angle to emulate 20.3×30cm, 22.2×30cm and 24.1×30cm detector formats and correspond to 20, 120, 220 pixels overlap in conjugate views, respectively. Feldkamp-Davis-Kress (FDK) algorithm with 3 different weighting schemes were used for reconstruction. Visual analysis for artifacts and quantitative analysis of root-mean-squared-error (RMSE), absolute difference between truncated and 40×30cm reconstructions (Diff), and its power spectrum (PSDiff) were performed. RESULTS: Artifacts were observed for 20.3×30cm, but not for other formats. The 24.1×30cm provided the best quantitative results with RMSE and Diff (both in units of μ, cm-1) of 4.39×10-3±1.98×10-3 and 4.95×10-4±1.34×10-4, respectively. The PSDiff (>0.3 cycles/mm) was in the order of 10-14μ2mm3 and was spatial-frequency independent. CONCLUSIONS: Laterally-shifted detector CBBCT with at least 220 pixels overlap in conjugate views (24.1×30cm detector format) provides quantitatively accurate and artifact-free image reconstruction.
KW - Breast
KW - X-Ray computed tomography (CT)
KW - breast CT
KW - cone-beam CT
KW - mammography
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U2 - 10.3233/XST-200651
DO - 10.3233/XST-200651
M3 - Article
C2 - 32333575
SN - 0895-3996
VL - 28
SP - 405
EP - 426
JO - Journal of X-Ray Science and Technology
JF - Journal of X-Ray Science and Technology
IS - 3
ER -