3 results on '"breast tomosynthesi"'
Search Results
2. In-line phase-contrast breast tomosynthesis: A phantom feasibility study at a synchrotron radiation facility
- Author
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Paolo Russo, Alberto Bravin, Giovanni Mettivier, Z. Kamarianakis, Kristina Bliznakova, Herwig Requardt, Ivan Buliev, Bliznakova, K., Russo, Paolo, Kamarianakis, Z., Mettivier, Giovanni, Requardt, H., Bravin, A., Buliev, I., Bliznakova, K, Russo, P, Kamarianakis, Z, Mettivier, G, Requardt, H, Bravin, A, and Buliev, I
- Subjects
Radiology, Nuclear Medicine and Imaging ,breast tomosynthesi ,FIS/07 - FISICA APPLICATA (A BENI CULTURALI, AMBIENTALI, BIOLOGIA E MEDICINA) ,Synchrotron radiation ,phase-contrast ,Imaging phantom ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,Planar ,filtered backprojection ,breast tomosynthesis ,medicine ,Mammography ,Humans ,Computer vision ,Microscopy, Phase-Contrast ,Breast ,Projection (set theory) ,Physics ,Pixel ,medicine.diagnostic_test ,Radiological and Ultrasound Technology ,business.industry ,Phantoms, Imaging ,shift-and-add reconstruction ,Medicine (all) ,Edge enhancement ,Tomosynthesis ,inhomogeneous background ,030220 oncology & carcinogenesis ,Feasibility Studies ,Female ,Artificial intelligence ,business ,Algorithms ,Synchrotrons - Abstract
The major objective is to adopt, apply and test developed in-house algorithms for volumetric breast reconstructions from projection images, obtained in in-line phase-contrast mode. Four angular sets, each consisting of 17 projection images obtained from four physical phantoms, were acquired at beamline ID17, European Synchroton Radiation Facility, Grenoble, France. The tomosynthesis arc was ±32°. The physical phantoms differed in complexity of texture and introduced features of interest. Three of the used phantoms were in-house developed, and made of epoxy resin, polymethyl-methacrylate and paraffin wax, while the fourth phantom was the CIRS BR3D. The projection images had a pixel size of 47 μm × 47 μm. Tomosynthesis images were reconstructed with standard shift-and-add (SAA) and filtered backprojection (FBP) algorithms. It was found that the edge enhancement observed in planar x-ray images is preserved in tomosynthesis images from both phantoms with homogeneous and highly heterogeneous backgrounds. In case of BR3D, it was found that features not visible in the planar case were well outlined in the tomosynthesis slices. In addition, the edge enhancement index calculated for features of interest was found to be much higher in tomosynthesis images reconstructed with FBP than in planar images and tomosynthesis images reconstructed with SAA. The comparison between images reconstructed by the two reconstruction algorithms shows an advantage for the FBP method in terms of better edge enhancement. Phase-contrast breast tomosynthesis realized in in-line mode benefits the detection of suspicious areas in mammography images by adding the edge enhancement effect to the reconstructed slices.
- Published
- 2016
3. Image quality evaluation of breast tomosynthesis with synchrotron radiation
- Author
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A. Malliori, L. Rigon, Kristina Bliznakova, Robert D. Speller, JA Horrocks, Nicolas Pallikarakis, Giuliana Tromba, Malliori, A., Bliznakova, K., Speller, R. D., Horrocks, J. A., Rigon, Luigi, Tromba, G., and Pallikarakis, N.
- Subjects
Quality Control ,Radiology, Nuclear Medicine and Imaging ,Materials science ,breast tomosynthesi ,Image Processing ,Biophysics ,Image processing ,Iterative reconstruction ,Phantoms ,Imaging phantom ,Imaging ,Computer-Assisted ,Optics ,Contrast-to-noise ratio ,breast tomosynthesis ,Nuclear Medicine and Imaging ,synchrotron ,Median filter ,Image Processing, Computer-Assisted ,filtered based reconstruction algorithms ,multiple projection algorithm ,optimization study ,Mammography ,Phantoms, Imaging ,Synchrotrons ,filtered based reconstruction algorithm ,business.industry ,Reconstruction algorithm ,General Medicine ,Sinc filter ,Tomosynthesis ,Biophysic ,Radiology ,business - Abstract
Purpose: This study investigates the image quality of tomosynthesis slices obtained from several acquisition sets with synchrotron radiation using a breast phantom incorporating details that mimic various breast lesions, in a heterogeneous background. Methods: A complex Breast phantom (MAMMAX) with a heterogeneous background and thickness that corresponds to 4.5 cm compressed breast with an average composition of 50% adipose and 50% glandular tissue was assembled using two commercial phantoms. Projection images using acquisition arcs of 24°, 32°, 40°, 48°, and 56° at incident energy of 17 keV were obtained from the phantom with the synchrotron radiation for medical physics beamline at ELETTRA Synchrotron Light Laboratory. The total mean glandular dose was set equal to 2.5 mGy. Tomograms were reconstructed with simple multiple projection algorithm (MPA) and filtered MPA. In the latter case, a median filter, a sinc filter, and a combination of those two filters were applied on the experimental data prior to MPA reconstruction. Visual inspection, contrast to noise ratio, contrast, and artifact spread function were the figures of merit used in the evaluation of the visualisation and detection of low- and high-contrast breast features, as a function of the reconstruction algorithm and acquisition arc. To study the benefits of using monochromatic beams, single projection images at incident energies ranging from 14 to 27 keV were acquired with the same phantom and weighted to synthesize polychromatic images at a typical incident x-ray spectrum with W target. Results: Filters were optimised to reconstruct features with different attenuation characteristics and dimensions. In the case of 6 mm low-contrast details, improved visual appearance as well as higher contrast to noise ratio and contrast values were observed for the two filtered MPA algorithms that exploit the sinc filter. These features are better visualized at extended arc length, as the acquisition arc of 56° with 15 projection images demonstrates the highest image reconstruction quality. For microcalcifications, filtered MPA implemented with a combination of median and sinc filters indicates better feature appearance due to efficient suppression of background tissue. The image quality of these features is less sensitive to the acquisition arc. Calcifications with size ranging from 170 to 500 μm, like the ones presently studied, are well identified and visualized for all arcs used. The comparison of single projection images obtained under different beam conditions showed that the use of monochromatic beam can produce an image with higher contrast and contrast to noise ratio compared to an image corresponding to a polychromatic beam even when the latter is acquired with double incident exposure. Conclusions: Filter optimization in respect to the type of feature characteristics is important before the reconstruction. The MPA combined with median and sinc filters results in improved reconstruction of microcalcifications and low-contrast features. The latter are better visualized at extended arc length, while microcalcifications are less sensitive to this acquisition parameter. Use of monochromatic beams may result in tomographic images with higher contrast acquired at lower incident exposures. © 2012 American Association of Physicists in Medicine
- Published
- 2012
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