DocumentCode :
2982890
Title :
Investigating and Validation Numerical Measures of Corneal Topographic Data in LASIK Surgery Outcome Using Wavelet Transform
Author :
Azadeh, Raadi ; Maghooli, Keyvan ; Hashemi Taba, M. ; Raadi, A.
Author_Institution :
Sch. of Biomed. Eng., Sci. & Res., Islamic Azad Univ., Tehran
fYear :
2006
fDate :
Aug. 2006
Firstpage :
153
Lastpage :
156
Abstract :
In this paper we have approached to new method for analyzing the merit of LASIK operation using multiscalar analysis of discrete corneal topographic height data and transform it into a space-scale space using wavelet analysis technique, and to demonstrate the clinical applicability of these computations in the post-LASIK cornea. Forty patients who were candidates for LASIK operation were selected and seen preoperatively and their corneal topographic images were achieved. Then 6 weeks after operation, patients were assessed using corneal topographic analysis (TMS-1), subjective refraction, and the best-corrected visual acuity (VA). After that, two-dimensional biorthogonal wavelets with the order 6.8 at the scales j=4 revealed the following parameters: root-mean square (RMSDEV) and mean absolute (MEANDEV) deviation and maximum absolute height of the peaks or pitches (MAXPEAK) relative to the reference surface specified with the approximation component of scale j=4. It has shown that MEANDEV and MAXPEAK were correlated with the VA at the follow-up
Keywords :
eye; least mean squares methods; medical image processing; wavelet transforms; LASIK surgery; TMS-1; best-corrected visual acuity; corneal topographic images; discrete corneal topographic height data; maximum absolute height; mean absolute deviation; multiscalar analysis; post-LASIK cornea; root-mean square deviation; subjective refraction; two-dimensional biorthogonal wavelets; wavelet analysis technique; wavelet transform; Continuous wavelet transforms; Discrete wavelet transforms; Information analysis; Optical surface waves; Signal analysis; Surface topography; Surface waves; Surgery; Wavelet analysis; Wavelet transforms; LASIK; subband coding; topographic data; wavelet;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing and Information Technology, 2006 IEEE International Symposium on
Conference_Location :
Vancouver, BC
Print_ISBN :
0-7803-9753-3
Electronic_ISBN :
0-7803-9754-1
Type :
conf
DOI :
10.1109/ISSPIT.2006.270788
Filename :
4042230
Link To Document :
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