Title :
Corneal graft detection for Descemet´s Stripping Automated Endothelial Keratoplasty using Optical Coherence Tomography
Author :
Lee, Beng Hai ; Liu, Jiang ; Tan, Zehao ; Heng, Eugene ; Cheng, Jun ; Tan, Ngan Meng ; Wong, Damon Wing Kee ; Trucco, Emauele ; Mehta, Jodhbir ; Wong, Tien Yin
Author_Institution :
Inst. for Infocomm Res., Singapore, Singapore
fDate :
Aug. 31 2010-Sept. 4 2010
Abstract :
The cornea is the window of the eye and when it is severely damaged or diseased, vision is impaired. Descemet´s Stripping Automated Endothelial Keratoplasty (DSAEK) is a surgical procedure to replace the malfunctioned Descemet´s membrane with a healthy one in order to restore the patient´s sight. After the operation, ophthalmologists need to monitor the grafted membrane to check for signs of detachment, rejection, etc. and take appropriate actions before graft failure occurs. In this paper, we introduce the COrneaL GrAft Thickness Evaluation (COLGATE) System that we developed for ophthalmologists for the evaluation of the transplanted corneal graft. We discuss the various components in our system and methods we developed. Experiments are conducted and the results are m1 = 7.5% and m2 = 7.2%.
Keywords :
biomedical optical imaging; eye; feature extraction; medical image processing; optical tomography; prosthetics; surgery; COLGATE system; COrneaL GrAft Thickness Evaluation; DSAEK; Descemet´s Stripping Automated Endothelial Keratoplasty; automated endothelial keratoplasty; corneal graft detection; eye; graft failure; impaired vision; malfunctioned Descemet´s membrane; ophthalmology; optical coherence tomography; surgical procedure; Biomembranes; Cornea; Detectors; Image edge detection; Image segmentation; Noise; Optical imaging; Algorithms; Automatic Data Processing; Automation; Cornea; Corneal Transplantation; Descemet Membrane; Endothelium, Corneal; Humans; Image Processing, Computer-Assisted; Models, Statistical; Ophthalmologic Surgical Procedures; Postoperative Complications; Tomography, Optical Coherence;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE
Conference_Location :
Buenos Aires
Print_ISBN :
978-1-4244-4123-5
DOI :
10.1109/IEMBS.2010.5626142