Open Access Journal
ISSN : 2394 - 6849 (Online)
International Journal of Engineering Research in Electronics and Communication Engineering(IJERECE)
Open Access Journal
International Journal of Engineering Research in Electronics and Communication Engineering(IJERECE)
ISSN : 2394-6849 (Online)
Reference :
[1] Z. Wang, A. Bovik, H. Sheikh, E. Simoncelli, Image qualityassessment: from error measurement to structuralsimilarity, IEEE Trans. Image Process. 13 (4) (2004) 600–612.
[2] T. Elatrozy, A. Nicolaides, T. Tegos, A. Zarka, M. Griffin, M.Sabetai, The effect of B-mode ultrasonic imagestandardization of the echodensity of symptomatic andasymptomatic carotid bifurcation plaque, Int. Angiol. 17 (3)(1998) 179–186.
[3] C.P. Loizou, Ultrasound Image Analysis of the Carotid Artery,Applications in Ultrasound Filtering, Segmentation andTexture Analysis, Lambert Academic Publishing GmbH & Co.KG, Saarbruecken, Germany, 2012.
[4] C.P. Loizou, C.S. Pattichis, Despeckle Filtering Algorithmsand Software for Ultrasound Imaging. Synthesis Lectures onAlgorithms and Software for Engineering, Morgan &Claypool Publishers, San Rafael, CA, USA, 2008.
[5] C.P. Loizou, C.S. Pattichis, C.I. Christodoulou, R.S.H.Istepanian, M. Pantziaris, A.N. Nicoliades, Comparativeevaluation of despeckle filtering in ultrasound imaging ofthe carotid artery, IEEE Trans. Ultrason. Feroelctr. Freq.Control 52 (2) (2005) 1653– 1669.
[6] C.M. Wu, Y.C. Chen, K.-S. Hsieh, Texture features forclassification of ultrasonic images, IEEE Trans. Med. Imaging11 (1992) 141–152.
[7] C.I. Christodoulou, C.S. Pattichis, M. Pantziaris, A.N.Nicolaides, Texture-based classification of atheroscleroticcarotid plaques, IEEE Trans. Med. Imaging 22 (7) (2003)902–912.
[8] R.M. Haralick, K. Shanmugam, I. Dinstein, Texture featuresfor image classification, IEEE Trans. Syst. Man Cybernet. 3(1973) 610–621.
[9] E. Kyriakou, M.S. Pattichis, C. Christodoulou, C.S. Pattichis, S.Kakkos, M. Griffin, A.N. Nicolaides, Ultrasound imaging inthe analysis of carotid plaque morphology for theassessment of stroke, in: J.S. Suri, C. Yuan, D.L. Wilson, S.Laxminarayan (Eds.), Plaque Imaging: Pixel to MolecularLevel, IOS Press, Amsterdam, Netherlands, 2005,pp. 241–275.
[10]J. Grosby, B.H. Amundsen, T. Hergum, E.W. Remme, S.Langland, H. Trop, 3D speckle tracking for assessment ofregional left ventricular function, Ultrasound Med. Biol. 35(2009) 458–471.
[11]J.A. Noble, N. Navab, H. Becher, Ultrasonic image analysisand image quided interventions, Interface Focus 1 (2011)673–685.
[12]C.P. Loizou, C.S. Pattichis, M. Pantziaris, T. Tyllis, A.N.Nicolaides, Quality evaluation of ultrasound imaging in thecarotid artery based on normalization and speckle reductionfiltering, Med. Biol. Eng. Comput. 44 (5) (2006) 414–426.
[13]C.P. Loizou, C.S. Pattichis, A.N. Nicolaides, M. Pantziaris,Manual and automated media and intima thicknessmeasurements of the common carotid artery, IEEE Trans.Ultrasound Ferroelectr. Freq. Control 56 (5) (2009) 983–994.
[14]C.P. Loizou, C.S. Pattichis, M. Pantziaris, T. Tyllis, A.N.Nicolaides, Snakes based segmentation of the commoncarotid artery intima media, Med. Biol. Eng. Comput. 45 (1)(2007) 35–49.
[15]C.P. Loizou, C.S. Pattichis, M. Pantziaris, A.N. Nicolaides, An integrated system for the segmentation of atheroscleroticcarotid plaque, IEEE Trans. Inform. Technol. Biomed. 11 (6)(2007) 661–667.
[16]C.P. Loizou, C. Theofanous, M. Pantziaris, T. Kasparis, P.Christodoulides, A.N. Nicolaides, C.S. Pattichis, Despecklefiltering toolbox for medical ultrasound video, Int. J. Monitor.Surveillance Technol. Res. (IJMSTR) 4 (1) (2014) 61–79,Oct.-Dec. 2013 (Special issue on Biomedical MonitoringTechnologies).
[17]C.P. Loizou, T. Kasparis, P. Christodoulides, C. Theofanous,M. Pantziaris, E. Kyriakou, C.S. Pattichis, Despeckle filteringin ultrasound video of the common carotid artery, in: 12thInternational Conference on Bioinformatics &Bioengineering Processing (BIBE), Larnaca, Cyprus,November 11–13, 2012, p. 4.
[18]C.P. Loizou, M. Pantziaris, C.S. Pattichis, E. Kyriakou, M-modestate-based identification in ultrasound videos of thecommon carotid artery, in: Proceedings of 4th InternationalSymposium on Communication Control & Signal Processing, ISCCSP, Limassol, Cyprus, March 3–5, 2010, p. 6.
[19]C.P. Loizou, C.S. Pattichis, S. Petroudi, M. Pantziaris, T.Kasparis, A.N. Nicolaides, Segmentation of atheroscleroticcarotid plaque in ultrasound video, in: 34th AnnualInternational Conference on IEEE Engineering Medicine and Biology, EMBC, San Diego, USA, August 28– September 1,2012, p. 4.
[20] P.H. Davis, J.D. Dawson, M.B. Biecha, R.K. Mastbergen, M.Sonka, Measurement of aortic intimalmedia thickness inadolescents and young adults, Ultrasound Med. Biol. 36 (4)(2010) 560–565.
[21]E. Heiberg, J. Sjogren, M. Ugander, M. Carlsson, H. Engblom,K. Arheden, Design and validation of a segment-freelyavailable software for cardiovascular image analysis, BMCMed. Imaging 10 (1) (2010) 1–13.
[22]E.C. Kyriakou, C.S. Pattichis, M.A. Karaolis, C.P. Loizou, M.S.Pattichis, S. Kakkos, A.N. Nicolaides, An integrated systemfor assessing stroke risk, IEEE Eng. Med. Biol. Mag. 26 (5)(2007) 43–50.
[23]F. Molinari, K.M. Meiburger, J. Suri, Automatedhighperformance cIMT measurement techniques using patented AtheroEdgeTM: a screening and home monitoring system, in: 33rd Annual International Conference on IEEE EMBS, Boston, USA, 2011, pp. 6651–6654.
[24]X.G. Xu, Y.H. Na, T. Zhang, Design and test of a PCbased 3D ultrasound software system Ultra3D, Comp. Biol. Med. 38 (2) (2008) 244–251.
[25]R. Cardenes-Almeida, A. Tristan-Vega, G.V.-S. Ferrero, S.A. Fernandez, et al., Usimagtool: an open source freeware software for ultrasound imaging and elastography, in: International Work on Multimodal Interfaces, eNTERFACE, Istambul, Turkey, 2007, pp. 117–127.
[26]J.S. Lee, Digital image enhancement and noise filtering by using local statistics, IEEE Trans. Pattern Anal. Mach. Intell. PAMI-2 2 (1980) 165–168.
[27]V.S. Frost, J.A. Stiles, K.S. Shanmungan, J.C. Holtzman, A model for radar images and its application for adaptive digital filtering of multiplicative noise, IEEE Trans. Pattern Anal. Mach. Intell. 4 (2) (1982) 157–165.
[28]M. Kuwahara, K. Hachimura, S. Eiho, M. Kinoshita, in: K. Preston, M. Onoe (Eds.), Digital Processing of Biomedical Images, Plenum Publishing Corporation, New York, 1976, pp. 187–203.
[29]L.J. Busse, T.R. Crimmins, J.R. Fienup, A model based approach to improve the performance of the geometric filtering speckle reduction algorithm, in: IEEE Ultrasonic Symposium, 1995, pp. 1353–1356.
[30]A. Nieminen, P. Heinonen, Y. Neuvo, A new class of detail-preserving filters for image processing, IEEE Trans. Pattern Anal. Mach. Intell. 9 (1987) 74–90.
[31]P. Perona, J. Malik, Scale-space and edge detection using anisotropic diffusion, IEEE Trans. Pattern Anal. Mach. Intell. 12 (7) (1990) 629–639.
[32]A. Panayides, M.S. Pattichis, C.S. Pattichis, C.P. Loizou, M. Pantziaris, A. Pitsillides, Atherosclerotic plaque ultrasound video encoding, wireless transmission, and quality assessment using H.264, IEEE Trans. Inform. Technol. Biomed. 15 (3) (2001) 387– 397.
[33]Y. Yongjian, S.T. Acton, Speckle reducing anisotropic diffusion, IEEE Trans. Image Process. 11 (11) (2002) 1260–1270.
[34]A Philips medical system company, Comparison of image clarity, SonoCT Real-time Compound Imaging Versus Conventional 2D Ultrasound Imaging, ATL Ultrasound Report, 2001.
[35]A.N. Nicolaides, M. Sabetai, S.K. Kakkos, S. Dhanjil, T. Tegos, J.M. Stevens, The asymptomatic carotid stenosis and risk of stroke study, Int. Angiol. 22 (3) (2003) 263–272.
[36]J.S. Weszka, C.R. Dyer, A. Rosenfield, A comparative study of texture measures for terrain classification, IEEE Trans. Syst. Man Cybernet. 6 (1976) 269–285.
[37]M. Amadasun, R. King, Textural features corresponding to textural properties, IEEE Trans. Syst. Man Cybernet. 19 (5) (1989) 1264–1274.
[38]D.G. Altman (Ed.), Practical Statistics for Medical Research, Chapman & Hall, London, 1991.
[39]C.P. Loizou, T. Kasparis, P. Papakyriakou, L. Christodoulou, M. Pantziaris, C.S. Pattichis, Video segmentation of the common carotid artery intimamedia complex, in: 12th International Conference on Bioinformation& Bioengineering Process (BIBE), Larnaca, Cyprus, November 11–13, 2012, p. 4.
[40]V. Zlokolica, W. Philips, van de Ville, Robust nonlinear filtering for video processing, IEEE Proc. Vision Imag. Signal. Process. 2 (2) (2002) 571–574.
[41]V. Zlokolica, A. Pizurica, W. Philips, Recursive temporal denoising and motion estimation of video, Int. Conf. Image Process. 3 (3) (2008) 1465–1468.
[42]E. Brusseau, C.L. De Korte, F. Mastick, J. Schaar, A.F.W. van der Steen, Fully automatic luminal contour segmentation in intracoronary ultrasound imaging – a statistical approach, IEEE Trans. Med. Imaging 23 (5) (2004) 554–566.
[43]J.A. Noble, A. Boukerroui, Ultrasound image segmentation: a survey, IEEE Trans. Med. Imaging 25 (8) (2006) 987–1010.
[44]A. Fenster, A. Zahalka, An automated segmentation method for three-dimensional carotid ultrasound images, Phys. Med. Biol. 46 (2001) 321–1342.
[45]L. Chrzanowski, J. Drozdz, M. Strzelecki, M.Krzeminska-Pakula, K.S. Jedrzejewski, J.D. Kasprzak, Application of neural networks for the analysis of intravascular ultrasound and histological aortic wall appearance – an in vitro tissue characterisation study, Ultrasound Med. Biol. 34 (1) (2008) 103–113.
[46]M. Strzelecki, P. Szczypinski, A. Materka, A. Klepaczko, A software tool for automatic classification and segmentation of 2D/3D medical images, Nucl. Instrum. Method Phys. Res. 702 (2013) 137–140.
[47]A.M.F. Santos, R.M. Dos Santos, P.M.A. Castro, E. Azevedo, et al., A novel algorithm for the segmentation of the lumen of the carotid artery in ultrasound B-mode images, Expert Syst. Appl. 40 (2013) 6570–6579.
[48]K. Potter, D.J. Green, C.J. Reed, R.J. Woodman, et al., Carotid intima-media thickness measured on multiple ultrasound frames; evaluation of a DICOM-based software system, Cardiovasc. Ultrasound 5 (29) (2007) 1–10.
[49]P.M. Szczypin´ ski, M. Strzelecki, A. Materka, A. Klepaczko, MaZda – a software package for image texture analysis, Comp. Methods Prog. Biomed. 94 (1) (2008) 66–76