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