NMR signal enhancement via a new time-frequency transform

Citation
Oa. Ahmed et Mm. Fahmy, NMR signal enhancement via a new time-frequency transform, IEEE MED IM, 20(10), 2001, pp. 1018-1025
Citations number
27
Categorie Soggetti
Radiology ,Nuclear Medicine & Imaging","Eletrical & Eletronics Engineeing
Journal title
IEEE TRANSACTIONS ON MEDICAL IMAGING
ISSN journal
02780062 → ACNP
Volume
20
Issue
10
Year of publication
2001
Pages
1018 - 1025
Database
ISI
SICI code
0278-0062(200110)20:10<1018:NSEVAN>2.0.ZU;2-J
Abstract
In this paper, a reliable method to reduce the noise from nuclear magnetic resonance (NMR) signals using a recently developed linear critically sample d time-frequency transform is proposed. In addition to its low computationa l requirements, this transform has many theoretical advantages that make it a good candidate for NMR signal enhancement. NMR signals in the transform domain are concentrated in a few coefficients while the noise is well distr ibuted. Performing a thresholding technique in the transform domain, theref ore, significantly enhances the signal. A comparison with other signal enha ncement techniques shows that this technique has a superior performance, th us confirming the theoretical expectations.