Unbiased noise estimation and denoising in parallel magnetic resonance imaging (1010 views) (PDF restricted 371 views)
Icassp Ieee Int Conf Acoust Speech Signal Process Proc (ISSN: 1520-6149, 1520-61499781479928927), 2014 May; 10.1109/ICASSP.201: 1230-1234.
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Paper type: Journal Article, Conference Paper
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Url: http://www.scopus.com/inward/record.url?eid=2-s2.0-84905234778&partnerID=40&md5=a99a24742c5bc0ee03b55ff111eb2070
Keywords: Denoising, Noise Estimation, Non-Local Means, Parallel Mri, Rician Noise, Algorithms, Image Denoising, Magnetic Resonance Imaging, Signal Processing, De-Noising, Acoustic Noise
Affiliations:
*** IBB - CNR ***
University of Naples Federico II, Dept. of Advanced Biomedical Sciences, Via Pansini 5, 80131 Naples, Italy
National Research Council of Italy, Inst. of Biostructures and Bioimaging, Via De Amicis 95, 80145 Naples, Italy
Universita degli Studi di Napoli Federico II
Consiglio Nazionale delle Ricerche
References:
Not available.
Icassp Ieee Int Conf Acoust Speech Signal Process Proc (ISSN: 1520-6149, 1520-61499781479928927), 2014 May; 10.1109/ICASSP.201: 1230-1234.
Export to BibTeX Export to EndNote
Paper type: Journal Article, Conference Paper
Impact factor: 0, 5-year impact factor: 0
Url: http://www.scopus.com/inward/record.url?eid=2-s2.0-84905234778&partnerID=40&md5=a99a24742c5bc0ee03b55ff111eb2070
Keywords: Denoising, Noise Estimation, Non-Local Means, Parallel Mri, Rician Noise, Algorithms, Image Denoising, Magnetic Resonance Imaging, Signal Processing, De-Noising, Acoustic Noise
Affiliations:
*** IBB - CNR ***
University of Naples Federico II, Dept. of Advanced Biomedical Sciences, Via Pansini 5, 80131 Naples, Italy
National Research Council of Italy, Inst. of Biostructures and Bioimaging, Via De Amicis 95, 80145 Naples, Italy
Universita degli Studi di Napoli Federico II
Consiglio Nazionale delle Ricerche
References:
Not available.
Unbiased noise estimation and denoising in parallel magnetic resonance imaging
In magnetic resonance (MR) clinical practice, noise estimation is usually performed on Rayleigh-distributed background (no signal area) of magnitude images. Although noise variance in quadrature MR images is considered spatially independent, parallel MRI (pMRI) techniques as SENSE or GRAPPA generate spatially varying noise (SVN) distribution. In this scenario noise estimation from background may produce biased results. To address these limitations we introduce a novel noise estimation scheme based on local statistics. Our method turns out to be more accurate than the other pMRI noise estimation schemes previously described in the literature. Denoising performances, measured by visual inspection and peak signal-to-noise ratio (PSNR), of Non-Local Means denoising filters (NLM) are considerably improved using SVN-NLM in case of inhomogeneous noise. Furthermore, SVN-NLM behaves as well as standard NLM when homogeneous noise was added, thus proving to be a robust and powerful denoising algorithm for arbitrary MRI datasets. © 2014 IEEE.
In magnetic resonance (MR) clinical practice, noise estimation is usually performed on Rayleigh-distributed background (no signal area) of magnitude images. Although noise variance in quadrature MR images is considered spatially independent, parallel MRI (pMRI) techniques as SENSE or GRAPPA generate spatially varying noise (SVN) distribution. In this scenario noise estimation from background may produce biased results. To address these limitations we introduce a novel noise estimation scheme based on local statistics. Our method turns out to be more accurate than the other pMRI noise estimation schemes previously described in the literature. Denoising performances, measured by visual inspection and peak signal-to-noise ratio (PSNR), of Non-Local Means denoising filters (NLM) are considerably improved using SVN-NLM in case of inhomogeneous noise. Furthermore, SVN-NLM behaves as well as standard NLM when homogeneous noise was added, thus proving to be a robust and powerful denoising algorithm for arbitrary MRI datasets. © 2014 IEEE.
Unbiased noise estimation and denoising in parallel magnetic resonance imaging
| ▼ General purpose GPU software development |
Unbiased noise estimation and denoising in parallel magnetic resonance imaging
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Sasaki T, Ito H, Kimura Y, Arakawa R, Takano H, Seki C, Kodaka F, Fujie S, Takahata K, Nogami T, Suzuki M, Fujiwara H, Takahashi H, Nakao R, Fukumura T, Varrone A, Halldin C, Nishikawa T, Suhara T
* Quantification of dopamine transporter in human brain using PET with 18F-FE-PE2I (996 views)
J Nucl Med (ISSN: 0161-5505, 1535-5667, 1535-5667electronic), 2012 Jul; 53(7): 1065-1073.
Impact Factor: 5.774
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Greco A, Petretta MP, Larobina M, Gargiulo S, Panico M, Nekolla SG, Esposito G, Petretta M, Brunetti A, Cuocolo A
* Reproducibility and accuracy of non-invasive measurement of infarct size in mice with high-resolution PET/CT (884 views)
J Nucl Cardiol (ISSN: 1532-6551, 1071-3581, 1532-6551electronic), 2012 Jun; 19(3): 492-499.
Impact Factor: 2.847
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Cantisani M, Vitiello M, Falanga A, Finamore E, Galdiero M, Galdiero S
* Peptides complementary to the active loop of porin P2 from Haemophilus influenzae modulate its activity (861 views)
Int J Nanomed (ISSN: 1178-2013, 1176-9114, 1178-2013electronic), 2012; 7: 2361-2371.
Impact Factor: 3.463
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Alfano B, Comerci M, Larobina M, Prinster A, Hornak JP, Selvan SE, Amato U, Quarantelli M, Tedeschi G, Brunetti A, Salvatore M
* An MRI digital brain phantom for validation of segmentation methods (1123 views) (PDF 764 views)
Med Image Anal (ISSN: 1361-8415, 1361-8423, 1361-8415linking), 2011 Jun; 15(3): 329-339.
Impact Factor: 4.424
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Ceccarelli M, Speranza A, Grimaldi D, Lamonaca F
* A Computer Vision Approach to Micro-Nucleus automatic detection and surface measurements (771 views)
Vols 1 3i2mtc (ISSN: 0018-9456), 2010 Sep 10; 59(9): 2383-2390.
Impact Factor: 1.79
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Galdiero S, Falanga A, Vitiello M, Raiola L, Russo L, Pedone C, Isernia C, Galdiero M
* The presence of a single N-terminal histidine residue enhances the fusogenic properties of a Membranotropic peptide derived from herpes simplex virus type 1 glycoprotein (825 views)
Jbc Papers (ISSN: 1083-351x, 0021-9258, 0021-9258linking), 2010 May 28; 285(22): 17123-17136.
Impact Factor: 5.328
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Slomka PJ, Le Meunier L, Hayes SW, Acampa W, Oba M, Haemer GG, Berman DS, Germano G
* Comparison of Myocardial Perfusion (82)Rb PET Performed with CT- and Transmission CT-Based Attenuation Correction (1791 views)
J Nucl Med (ISSN: 0161-5505, 1535-5667, 1535-5667electronic), 2008 Dec; 49(12): 1992-1998.
Impact Factor: 6.662
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Autiero I, Costantini S, Colonna G
Human sirt-1: molecular modeling and structure-function relationships of an unordered protein (319 views)
Plos One (ISSN: 1932-6203linking), 2008 Oct 8; 4 (10 ): e7350-N/D.
Impact Factor:
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Paladino A, Costantini S, Colonna G, Facchiano AM
Molecular modelling of miraculin: Structural analyses and functional hypotheses (252 views)
Biochem Biophys Res Commun (ISSN: 0006-291xlinking), 2008 Feb 29; 367 (1 ): 26-32.
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Migliore T, Parrella LS, Caputi A, Silvestri N, Romano R, Pace L, Imbriaco M, Losi MA, Betocchi S
* Pathogenesis of hypertrophic cardiomyopathy. Impact of growth factors on left ventricular anatomy (763 views)
Minerva Cardioangiol (ISSN: 0026-4725), 2008 Feb; 56(1): 13-20.
Impact Factor: 0.481
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Del Guerra A, Bartoli A, Belcari N, Herbert D, Motta A, Vaiano A, Di Domenico G, Sabba N, Moretti E, Zavattini G, Lazzarotti M, Sensi L, Larobina M
* Performance evaluation of the fully engineered YAP-(S)PET scanner for small animal imaging (759 views)
Ieee Transactions On Nuclear Science (ISSN: 0018-9499), 2006 Jun; 53(3): 1078-1083.
Impact Factor: 1.497
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Barone V, De Rienzo F, Langella E, Menziani MC, Rega N, Sola M
* A computational protocol to probe the role of solvation effects on the reduction potential of azurin mutants (670 views)
Proteins (ISSN: 0887-3585, 1097-0134, 1097-0134electronic), 2006 Jan 1; 62(1): 262-269.
Impact Factor: 3.73
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Storto G, Cirillo P, Eufrasia Vicario ML, Pellegrino T, Sorrentino AR, Petretta M, Galasso G, De Sanctis V, Piscione F, Cuocolo A
* Estimation of coronary flow reserve by Tc-99m sestamibi imaging in patients with coronary artery disease: Comparison with the results of intracoronary Doppler technique (820 views)
J Nucl Cardiol (ISSN: 1071-3581, 1532-6551, 1532-6551electronic), 2004 Nov; 11(6): 682-688.
Impact Factor: 1.849
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Del Guerra A, Bartoli A, Belcari N, Herbert D, Motta A, Vaiano A, Di Domenico G, Sabba N, Moretti E, Zavattini G, Lazzarotti M, Sensi L, Larobina M
* Performance evaluation of the fully engineered YAP-(S)PET scanner for small animal imaging (954 views)
2004 Ieee Nuclear Science Symposium Conference Record Vols 1 7, 2004; 5: 2990-2994.
Impact Factor: 0
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Vitagliano L, Berisio R, Mastrangelo A, Mazzarella L, Zagari A
* Preferred proline puckerings in cis and trans peptide groups: Implications for collagen stability (1869 views)
Protein Sci (ISSN: 0961-8368, 1469-896xelectronic), 2001 Dec; 10(12): 2627-2632.
Impact Factor: 3.472
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38 Records (35 excluding Abstracts).
Total impact factor: 91.831 (88.841 excluding Abstracts).
Total 5 year impact factor: 101.194 (97.387 excluding Abstracts).
Total impact factor: 91.831 (88.841 excluding Abstracts).
Total 5 year impact factor: 101.194 (97.387 excluding Abstracts).
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