Performance evaluation of cardiac MRI image denoising techniques

M.A. AlAttar; A.G.A. Mohamed; N.F. Osman; A.S. Fahmy

doi:10.1109/CIBEC.2008.4786055

Performance evaluation of cardiac MRI image denoising techniques

M.A. AlAttar, A.G.A. Mohamed, N.F. Osman, A.S. Fahmy

Medical Image Analysis

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

1 Citation (Scopus)

Abstract

Black-blood cardiac magnetic resonance imaging (MRI) plays an important role in diagnosing a number of heart diseases. The technique suffers inherently from low contrast-to-noise ratio between the myocardium and the blood. In this work, we examined the performance of different classification techniques that can be used. The three techniques successfully removed the noise with different performance. Numerical simulation has been done to quantitatively evaluate the performance of each technique.

Original language	English
Title of host publication	Proceedings of the Biomedical Engineering Conference (CIBEC 2008), 18-20 December 2008, Cairo, Egypt
Publisher	Institute of Electrical and Electronics Engineers
Pages	1-4
DOIs	https://doi.org/10.1109/CIBEC.2008.4786055
Publication status	Published - 2008

Access to Document

10.1109/CIBEC.2008.4786055

Cite this

@inproceedings{20c7559f55c34ff5b112d8b55484d568,

title = "Performance evaluation of cardiac MRI image denoising techniques",

abstract = "Black-blood cardiac magnetic resonance imaging (MRI) plays an important role in diagnosing a number of heart diseases. The technique suffers inherently from low contrast-to-noise ratio between the myocardium and the blood. In this work, we examined the performance of different classification techniques that can be used. The three techniques successfully removed the noise with different performance. Numerical simulation has been done to quantitatively evaluate the performance of each technique.",

author = "M.A. AlAttar and A.G.A. Mohamed and N.F. Osman and A.S. Fahmy",

year = "2008",

doi = "10.1109/CIBEC.2008.4786055",

language = "English",

pages = "1--4",

booktitle = "Proceedings of the Biomedical Engineering Conference (CIBEC 2008), 18-20 December 2008, Cairo, Egypt",

publisher = "Institute of Electrical and Electronics Engineers",

address = "United States",

}

Performance evaluation of cardiac MRI image denoising techniques. / AlAttar, M.A.; Mohamed, A.G.A.; Osman, N.F. et al.
Proceedings of the Biomedical Engineering Conference (CIBEC 2008), 18-20 December 2008, Cairo, Egypt. Institute of Electrical and Electronics Engineers, 2008. p. 1-4.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

TY - GEN

T1 - Performance evaluation of cardiac MRI image denoising techniques

AU - AlAttar, M.A.

AU - Mohamed, A.G.A.

AU - Osman, N.F.

AU - Fahmy, A.S.

PY - 2008

Y1 - 2008

N2 - Black-blood cardiac magnetic resonance imaging (MRI) plays an important role in diagnosing a number of heart diseases. The technique suffers inherently from low contrast-to-noise ratio between the myocardium and the blood. In this work, we examined the performance of different classification techniques that can be used. The three techniques successfully removed the noise with different performance. Numerical simulation has been done to quantitatively evaluate the performance of each technique.

AB - Black-blood cardiac magnetic resonance imaging (MRI) plays an important role in diagnosing a number of heart diseases. The technique suffers inherently from low contrast-to-noise ratio between the myocardium and the blood. In this work, we examined the performance of different classification techniques that can be used. The three techniques successfully removed the noise with different performance. Numerical simulation has been done to quantitatively evaluate the performance of each technique.

U2 - 10.1109/CIBEC.2008.4786055

DO - 10.1109/CIBEC.2008.4786055

M3 - Conference contribution

SP - 1

EP - 4

BT - Proceedings of the Biomedical Engineering Conference (CIBEC 2008), 18-20 December 2008, Cairo, Egypt

PB - Institute of Electrical and Electronics Engineers

ER -

Performance evaluation of cardiac MRI image denoising techniques

Abstract

Access to Document

Fingerprint

Cite this