Title :
Monte Carlo image reconstruction of a mammographic phantom
Author :
Ramos, M. ; Ferrer, S. ; Villaescusa, J.I. ; Verdú, G. ; Campayo, J.M.
Author_Institution :
Dept. of Chem. & Nucl. Eng., Univ. Politecnica de Valencia, Spain
Abstract :
The aim of this study is the development of a methodology to reconstruct via Monte Carlo techniques the radiographic image of the CIRS 11 A (MAMMO PHANTOM SP01) phantom. This phantom is used in image quality assessment during quality control tests in breast screening locations and other health centers. The mammographic phantom is comprised of a reference point, a glandular tissue step wedge, contrast and resolution targets, and groups of microcalcifications and fibers. The MCNP radiation transport code (version 4c2) has been modified and recompiled to let use of a large number of tallies and detectors per input file, and an azimuthal directional source biasing. The output surface air kerma (OSAK) delivered by the X-rays has been scored employing a rectangular matrix of point detectors (F5 tally) under the phantom, simulating the image system. Some variance reduction techniques have been implemented to ensure that photons reach the detectors and that weight fluctuations were reduced. The characteristic curve of the film-scanner imaging system combination has been obtained throughout several experimental measures with an aluminium sensitometric wedge and Monte Carlo simulations. The reconstructed images agree with the range of values, indicating that this method would be suitable for training purposes, phantom designing or dose calculations.
Keywords :
Monte Carlo methods; aluminium; biological organs; biological tissues; diagnostic radiography; image reconstruction; image scanners; mammography; medical image processing; phantoms; Al; MCNP radiation transport code; Monte Carlo image reconstruction; aluminium sensitometric wedge; azimuthal directional source biasing; breast screening locations; contrast targets; dose calculations; film-scanner imaging system; glandular tissue step wedge targets; image quality assessment; mammographic phantom; microcalcifications; output surface air kerma; phantom designing; point detectors; quality control tests; radiographic image reconstruction; resolution targets; variance reduction techniques; weight fluctuations; Breast; Image quality; Image reconstruction; Imaging phantoms; Monte Carlo methods; Optical fiber testing; Quality control; Radiation detectors; Radiography; X-rays; Image reconstruction; Monte Carlo; mammography;
Conference_Titel :
Engineering in Medicine and Biology Society, 2004. IEMBS '04. 26th Annual International Conference of the IEEE
Conference_Location :
San Francisco, CA
Print_ISBN :
0-7803-8439-3
DOI :
10.1109/IEMBS.2004.1403452