Fully automated corneal endothelial morphometry of images captured by clinical specular microscopy
2009 (English)In: Ophthalmic Technologies XIX, SPIE - International Society for Optical Engineering, 2009, 716315- p.Conference paper (Refereed)
The corneal endothelium serves as the posterior barrier of the cornea. Factors such as clarity and refractive properties of the cornea are in direct relationship to the quality of the endothelium. The endothelial cell density is considered the most important morphological factor. Morphometry of the corneal endothelium is presently done by semi-automated analysis of pictures captured by a Clinical Specular Microscope (CSM). Because of the occasional need of operator involvement, this process can be tedious, having a negative impact on sampling size. This study was dedicated to the development of fully automated analysis of images of the corneal endothelium, captured by CSM, using Fourier analysis. Software was developed in the mathematical programming language Matlab. Pictures of the corneal endothelium, captured by CSM, were read into the analysis software. The software automatically performed digital enhancement of the images. The digitally enhanced images of the corneal endothelium were transformed, using the fast Fourier transform (FFT). Tools were developed and applied for identification and analysis of relevant characteristics of the Fourier transformed images. The data obtained from each Fourier transformed image was used to calculate the mean cell density of its corresponding corneal endothelium. The calculation was based on well known diffraction theory. Results in form of estimated cell density of the corneal endothelium were obtained, using fully automated analysis software on images captured by CSM. The cell density obtained by the fully automated analysis was compared to the cell density obtained from classical, semiautomated analysis and a relatively large correlation was found.
Place, publisher, year, edition, pages
SPIE - International Society for Optical Engineering, 2009. 716315- p.
, Progress in Biomedical Optics and Imaging - Proceedings of SPIE, ISSN 1605-7422 ; 7163
Cornea, Endothelium, Fourier, Microscopy, Morphology, Morphometry
Ophthalmology Radiology, Nuclear Medicine and Medical Imaging
IdentifiersURN: urn:nbn:se:kth:diva-153606DOI: 10.1117/12.816850ISI: 000284821000025ScopusID: 2-s2.0-65549124508ISBN: 978-0-8194-7409-4OAI: oai:DiVA.org:kth-153606DiVA: diva2:753037
Ophthalmic Technologies XIX, 24 January 2009 through 26 January 2009, San Jose, CA, United States
QC 201410072014-10-072014-10-062014-10-07Bibliographically approved