DocumentCode :
385358
Title :
Estimating cell density in corneal endothelium by means of Fourier analysis
Author :
Foracchia, Marco ; Ruggeri, Alfredo
Author_Institution :
Dept. of Electron. & Comput. Sci., Padova Univ., Italy
Volume :
2
fYear :
2002
fDate :
2002
Firstpage :
1097
Abstract :
A very important clinical parameter for assessing the quality of explanted corneas in view of their implant is the cell density of corneal endothelium. The problem of its automatic estimation from specimen images obtained from optical microscopy is solved here by analyzing the spatial frequency of the images. A circular band in the Discrete Fourier Transform of the images is shown to contain the information about the cell density. A system for extracting from this spatial frequency information an estimate for the cell density has been developed and a confidence value for this estimate was also obtained. A preliminary clinical evaluation of the proposed technique confirmed its capability of correctly estimating corneal endothelium cell density.
Keywords :
Fourier analysis; biomedical optical imaging; cellular biophysics; density measurement; discrete Fourier transforms; eye; medical image processing; optical microscopy; automatic estimation; cell density assessment; circular band; clinical assessment; confidence value; discrete Fourier transform; explanted corneas quality assessment; image spatial frequency analysis; specimen images; Computer science; Cornea; Data mining; Discrete Fourier transforms; Frequency domain analysis; Frequency estimation; Image analysis; Optical filters; Optical microscopy; Pixel;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology, 2002. 24th Annual Conference and the Annual Fall Meeting of the Biomedical Engineering Society EMBS/BMES Conference, 2002. Proceedings of the Second Joint
ISSN :
1094-687X
Print_ISBN :
0-7803-7612-9
Type :
conf
DOI :
10.1109/IEMBS.2002.1106295
Filename :
1106295
Link To Document :
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