Multiple feature extraction for early Parkinson risk assessment based on transcranial sonography image

Proceedings - International Conference on Image Processing, ICIP

Volumn , Issue , 2010, Pages 2277-2280

  Chen, Lei ^a   Seidel, Günter ^b   Mertins, Alfred ^a  

^a UNIVERSITY OF LÜBECK   (Germany)

^b University Hospital Schleswig   (Germany)

Author keywords

Classification; Early diagnosis; Parkinson's disease; Texture analysis; Transcranial sonography

Indexed keywords

CLASSIFICATION; EARLY DIAGNOSIS; PARKINSON'S DISEASE; TEXTURE ANALYSIS; TRANSCRANIAL SONOGRAPHY;

DIAGNOSIS; DISEASES; IMAGE PROCESSING; IMAGING SYSTEMS; RISK ASSESSMENT; SUPPORT VECTOR MACHINES; TEXTURES; ULTRASONIC IMAGING; ULTRASONOGRAPHY;

FEATURE EXTRACTION;

EID: 78651096126     PISSN: 15224880     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIP.2010.5654216     Document Type: Conference Paper

References (10)

1. C. Kier, G. Seidel, N. Bregemann, J. Hagenah, C. Klein, T. Aach, and A. Mertins, "Transcranial sonography as early indicator for genetic parkinson's disease," in 4th European Conference of IFMBE, 2009, pp. 456-459.
2. J. Spiegel, A. Storch, and W. H. Jost, "Early diagnosis of parkinson's disease," Journal of Neurology, vol. 253 [Suppl 4], 2006.
3. S. Behnke, D. Berg, and G. Becker, "Does ultrasound disclose a vulnerability factor for parkinson's disease?," Journal of Neurology, vol. 250, pp. 24-27, 2006.
4. J.M. Hagenah, K. Hedrich, B. Becker, P.Pramstaller, G. Seidel, and C. Klein, "Distinguishing early-onset pd from dopa-responsive dystonia with transcranial sonography," Neurology, vol. 66(12), pp. 1951-1952, 2006.
5. C. I. Christodoulou, E. Kyriacou, C. S. Pattichis, and A. Nicolaides, "Multiple feature extraction for contentbased image retrieval of carotid plaque ultrasound images," in Proc. Int'l Special Topic Conf. Info. Tech. in Biomedicine., 2006.
6. Hu and M.K., "Visual pattern recognition by moments invariants," IRE Trans. Information Theory, vol. 8, pp. 456-459, 1962.
7. I. Fogel and D.Sagi, "Gabor filters as texture discriminator," Biological Cybernetics, vol. 61, no. 2, pp. 103-113, jun 1989.
8. B.S. Manjunath and W.Y. Ma, "Texture features for browsing and retrieval of image data," IEEE Transactions PAMI, vol. 18, no. 8, August 1996.
9. Devendran. V, H. Thiagarajan, and A. Wahi, "Svm based hybrid moment features for natural scene categorization," in International Conference on Computational Science and Engineering, 2009, vol. 1, pp. 356-361.
10. Nello Cristianini and John Shawe-Taylor, An Introduction to Support Vector Machines and other kernel-based learning methods, Cambridge University Press, 2000.