Directional MTF measurement using sphere phantoms for a digital breast tomosynthesis system

Changwoo Lee, Jongduk Baek

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Abstract

The digital breast tomosynthesis (DBT) has been widely used as a diagnosis imaging modality of breast cancer because of potential for structure noise reduction, better detectability, and less breast compression. Since 3D modulation transfer function (MTF) is one of the quantitative metrics to assess the spatial resolution of medical imaging systems, it is very important to measure 3D MTF of the DBT system to evaluate the resolution performance. In order to do that, Samei et al. used sphere phantoms and applied Thornton"™s method to the DBT system. However, due to the limitation of Thornton"™s method, the low frequency drop, caused by the limited data acquisition angle and reconstruction filters, was not measured correctly. To overcome this limitation, we propose a Richardson-Lucy (RL) deconvolution based estimation method to measure the directional MTF. We reconstructed point and sphere objects using FDK algorithm within a 40 data acquisition angle. The ideal 3D MTF is obtained by taking Fourier transform of the reconstructed point object, and three directions (i.e., fx-direction, fy-direction, and fxy-direction) of the ideal 3D MTF are used as a reference. To estimate the directional MTF, the plane integrals of the reconstructed and ideal sphere object were calculated and used to estimate the directional PSF using RL deconvolution technique. Finally, the directional MTF was calculated by taking Fourier transform of the estimated PSF. Compared to the previous method, the proposed method showed a good agreement with the ideal directional MTF, especially at low frequency regions.

Original languageEnglish
Title of host publicationMedical Imaging 2015
Subtitle of host publicationPhysics of Medical Imaging
EditorsChristoph Hoeschen, Despina Kontos, Christoph Hoeschen
PublisherSPIE
ISBN (Electronic)9781628415025
DOIs
Publication statusPublished - 2015 Jan 1
EventMedical Imaging 2015: Physics of Medical Imaging - Orlando, United States
Duration: 2015 Feb 222015 Feb 25

Publication series

NameProgress in Biomedical Optics and Imaging - Proceedings of SPIE
Volume9412
ISSN (Print)1605-7422

Other

OtherMedical Imaging 2015: Physics of Medical Imaging
CountryUnited States
CityOrlando
Period15/2/2215/2/25

Fingerprint

Optical transfer function
modulation transfer function
Mammography
breast
Fourier Analysis
Deconvolution
data acquisition
Diagnostic Imaging
Data acquisition
Fourier transforms
Noise
low frequencies
Breast
Breast Neoplasms
Medical imaging
estimates
Noise abatement
noise reduction
Imaging systems
Direction compound

All Science Journal Classification (ASJC) codes

  • Electronic, Optical and Magnetic Materials
  • Biomaterials
  • Atomic and Molecular Physics, and Optics
  • Radiology Nuclear Medicine and imaging

Cite this

Lee, C., & Baek, J. (2015). Directional MTF measurement using sphere phantoms for a digital breast tomosynthesis system. In C. Hoeschen, D. Kontos, & C. Hoeschen (Eds.), Medical Imaging 2015: Physics of Medical Imaging [941239] (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; Vol. 9412). SPIE. https://doi.org/10.1117/12.2080969
Lee, Changwoo ; Baek, Jongduk. / Directional MTF measurement using sphere phantoms for a digital breast tomosynthesis system. Medical Imaging 2015: Physics of Medical Imaging. editor / Christoph Hoeschen ; Despina Kontos ; Christoph Hoeschen. SPIE, 2015. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE).
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abstract = "The digital breast tomosynthesis (DBT) has been widely used as a diagnosis imaging modality of breast cancer because of potential for structure noise reduction, better detectability, and less breast compression. Since 3D modulation transfer function (MTF) is one of the quantitative metrics to assess the spatial resolution of medical imaging systems, it is very important to measure 3D MTF of the DBT system to evaluate the resolution performance. In order to do that, Samei et al. used sphere phantoms and applied Thornton{"}™s method to the DBT system. However, due to the limitation of Thornton{"}™s method, the low frequency drop, caused by the limited data acquisition angle and reconstruction filters, was not measured correctly. To overcome this limitation, we propose a Richardson-Lucy (RL) deconvolution based estimation method to measure the directional MTF. We reconstructed point and sphere objects using FDK algorithm within a 40 data acquisition angle. The ideal 3D MTF is obtained by taking Fourier transform of the reconstructed point object, and three directions (i.e., fx-direction, fy-direction, and fxy-direction) of the ideal 3D MTF are used as a reference. To estimate the directional MTF, the plane integrals of the reconstructed and ideal sphere object were calculated and used to estimate the directional PSF using RL deconvolution technique. Finally, the directional MTF was calculated by taking Fourier transform of the estimated PSF. Compared to the previous method, the proposed method showed a good agreement with the ideal directional MTF, especially at low frequency regions.",
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Lee, C & Baek, J 2015, Directional MTF measurement using sphere phantoms for a digital breast tomosynthesis system. in C Hoeschen, D Kontos & C Hoeschen (eds), Medical Imaging 2015: Physics of Medical Imaging., 941239, Progress in Biomedical Optics and Imaging - Proceedings of SPIE, vol. 9412, SPIE, Medical Imaging 2015: Physics of Medical Imaging, Orlando, United States, 15/2/22. https://doi.org/10.1117/12.2080969

Directional MTF measurement using sphere phantoms for a digital breast tomosynthesis system. / Lee, Changwoo; Baek, Jongduk.

Medical Imaging 2015: Physics of Medical Imaging. ed. / Christoph Hoeschen; Despina Kontos; Christoph Hoeschen. SPIE, 2015. 941239 (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; Vol. 9412).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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AB - The digital breast tomosynthesis (DBT) has been widely used as a diagnosis imaging modality of breast cancer because of potential for structure noise reduction, better detectability, and less breast compression. Since 3D modulation transfer function (MTF) is one of the quantitative metrics to assess the spatial resolution of medical imaging systems, it is very important to measure 3D MTF of the DBT system to evaluate the resolution performance. In order to do that, Samei et al. used sphere phantoms and applied Thornton"™s method to the DBT system. However, due to the limitation of Thornton"™s method, the low frequency drop, caused by the limited data acquisition angle and reconstruction filters, was not measured correctly. To overcome this limitation, we propose a Richardson-Lucy (RL) deconvolution based estimation method to measure the directional MTF. We reconstructed point and sphere objects using FDK algorithm within a 40 data acquisition angle. The ideal 3D MTF is obtained by taking Fourier transform of the reconstructed point object, and three directions (i.e., fx-direction, fy-direction, and fxy-direction) of the ideal 3D MTF are used as a reference. To estimate the directional MTF, the plane integrals of the reconstructed and ideal sphere object were calculated and used to estimate the directional PSF using RL deconvolution technique. Finally, the directional MTF was calculated by taking Fourier transform of the estimated PSF. Compared to the previous method, the proposed method showed a good agreement with the ideal directional MTF, especially at low frequency regions.

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Lee C, Baek J. Directional MTF measurement using sphere phantoms for a digital breast tomosynthesis system. In Hoeschen C, Kontos D, Hoeschen C, editors, Medical Imaging 2015: Physics of Medical Imaging. SPIE. 2015. 941239. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE). https://doi.org/10.1117/12.2080969