Noise reduction in synchrotron radiation phase-contrast mammography images

Vista sencilla de ítem
dc.contributor.authorRuiz, Yusely
dc.contributor.authorBrizuela, Javier David
dc.contributor.authorPérez, Marlen
dc.contributor.departmentUniversidad Central "Marta Abreu" de Las Villas. Centro de Investigaciones de la Informáticaen_US
dc.contributor.departmentUniversidad Central "Marta Abreu" de Las Villas. Departamento de Automática y Sistemas Computacionalesen_US
dc.contributor.departmentCentro de Ingeniería Genética y Biotecnología Sancti Spiritus. Departamento de Ingenieríaen_US
dc.coverage.spatialCancún, Méxicoen_US
dc.date.accessioned2024-02-19T15:25:31Z
dc.date.available2024-02-19T15:25:31Z
dc.date.issued2019-10
dc.description.abstractPhase contrast mammography using synchrotron beams (PCI_SR) has shown quantitatively better results in terms of image contrast and detection of small details with respect to conventional hospital digital techniques. However, this new technique shows higher levels of random noise than common digital techniques. The objective of this work was to reduce noise in PCI_SR images to levels similar to those of hospital equipment without significant affect the spatial resolution, contrast and visibility of fine details. Five filter, Wiener, Gauss, bilateral and wavelets families coif y biord were used and the image quality before and after filter process estimated by objective indicator. The results showed increases in Signal to Noise Ratio (SNR) without impairing other indexes used; which demonstrates the superiority in image quality of this innovative technique for the detection of small lesions such as microcalcifications and low contrast masses.en_US
dc.identifier.citation[1] D.R. Dance, Diagnostic radiology with X-rays. United Kingdom: Adam Hilger, 1988. [2] R A Lewis, “Medical phase contrast x-ray imaging: current status and future prospects,” Phys. Med. Biol., vol. 49, no. 16, pp. 3573–3583, 2004. [3] F Arfelli et al., “Mammography with Synchrotron Radiation: Phase-Detection Techniques1,” Radiology, vol. 215, no. 1, pp. 286–293, 2000. [4] D. Dreossi et al., “The mammography project at the SYRMEP beamline,” Eur. J. Radiol., vol. 68, no. 3, pp. S58–S62, 2008. [5] E Castelli et al., “Mammography with synchrotron radiation: first clinical experience with phase-detection technique,” Radiology, vol. 259, no. 3, pp. 684–694, 2011. [6] Y. Ruiz-Gonzalez et al., “Objective measurements of image quality in synchrotron radiation phase-contrast imaging versus digital mammography,” Int. J. Comput. Assist. Radiol. Surg., vol. 11, no. 2, pp. 181–188, Feb. 2016. [7] Y. Ruiz-Gonzalez et al., “Initial Steps of Objective Measurements of Image Quality in Phase-Contrast vs. Digital Mammography,” VI Latin American Congress on Biomedical Engineering CLAIB 2014, Paraná, Argentina, October 2014, vol. 49, A. Braidot and A. Hadad, Eds. Cham: Springer International Publishing, 2015, pp. 341–344. [8] Y. Ruiz-Gonzalez, et al., “Measurements of image quality in synchrotron radiation phase-contrast imaging versus digital mammography using anthropomorphic breast phantom” I international scientific convention, “UCLV 2017,” Varadero, Cuba, 2017. [9] “Gammex Rmi RMI 165 Anthropomorphic Breast Mammographic Phantom - Manufacturer specifications.” [Online]. Available: http://www.medwow.com/med/phantommammographic/gammex-rmi/rmi-165-anthropomorphic-breast/21126.model-spec. [10] S. D. Alaruri, “Calculating the modulation transfer function of an optical imaging system incorporating a digital camera from slanted-edge images captured under variable illumination levels: Fourier transforms application using MATLAB,” Optik, vol. 127, no. 15, pp. 5820–5824, 2016. [11] Gonzalez, Digital Image Processing Using Matlab, Second 2nd Edition edition. New Delhi: GP, 2009. [12] C. Tomasi and R. Manduchi, “Bilateral filtering for gray and color images,” in Sixth International Conference on Computer Vision (IEEE Cat. No.98CH36271), 1998, pp. 839–846.en_US
dc.identifier.doihttps://doi.org/10.1007/978-3-030-30648-9_47en_US
dc.identifier.isbn978-3-030-30648-9en_US
dc.identifier.urihttps://dspace.uclv.edu.cu/handle/123456789/14209
dc.language.isoen_USen_US
dc.relation.conferenceVIII Conferencia Latino Americana de Ingeniería Biomédicaen_US
dc.rights.holderIFMBE Proceedingsen_US
dc.subjectPhase contrast mammography, digital filter, image qualityen_US
dc.titleNoise reduction in synchrotron radiation phase-contrast mammography imagesen_US
dc.typeProceedingsen_US

Archivos

Bloque original
Mostrando 1 - 1 de 1
Miniatura
Nombre:
_488065_1_En_47_Chapter_Author.pdf
Tamaño:
446.34 KB
Formato:
Adobe Portable Document Format
Descargar
Bloque de licencias
Mostrando 1 - 1 de 1
No hay miniatura disponible
Nombre:
license.txt
Tamaño:
3.33 KB
Formato:
Item-specific license agreed upon to submission
Descripción:
Descargar

Colecciones

Ponencias - Centro de Estudios Informáticos