Segmentation and analysis of retinal layers (ILM & RPE) in Optical Coherence Tomography images with Edema

IECBES 2014, Conference Proceedings - 2014 IEEE Conference on Biomedical Engineering and Sciences: "Miri, Where Engineering in Medicine and Biology and Humanity Meet"

Volumn , Issue , 2014, Pages 204-209

  Abhishek, Appaji M ^a,b   Berendschot, Tos T J M ^c   Rao, Shyam Vasudeva ^d   Dabir, Supriya ^e  

^a MAASTRICHT UNIVERSITY   (Netherlands)

^b BMS COLLEGE OF ENGINEERING   (India)

^c MAASTRICHT UNIVERSITY MEDICAL CENTER   (Netherlands)

^d FORUS HEALTH PVT LTD   (India)

^e Narayana Health City   (India)

Author keywords

[No Author keywords available]

Indexed keywords

ALDEHYDES; BIOMEDICAL ENGINEERING; COHERENT LIGHT; DIAGNOSIS; GRAPHIC METHODS; OPHTHALMOLOGY; OPTICAL TOMOGRAPHY; PIXELS;

AUTOMATED SEGMENTATION; DEPTH RESOLVED IMAGING; GRAPH-BASED SEGMENTATION; PIXEL INTENSITY VARIATIONS; RETINAL PIGMENT EPITHELIUM; SEGMENTATION TECHNIQUES; SHORTEST PATH SEARCHES; SPECTRAL-DOMAIN OPTICAL COHERENCE TOMOGRAPHY;

IMAGE SEGMENTATION;

EID: 84925637867     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IECBES.2014.7047486     Document Type: Conference Paper

References (18)

1. Robert J. Petrella, Julie Blouin, Brian Davies, and Martin Barbeau, "Prevalence, Demographics, and Treatment Characteristics of Visual Impairment due to Diabetic Macular Edema in a Representative Canadian Cohort," Journal of Ophthalmology, Vol. 2012, Article ID 159167, 6 pages, 2012. doi:10.1155/2012/159167
2. Ciulla TF, Amador AG and Zinman B, "Diabetic retinopathy and diabetic macular edema: pathophysiology, screening and novel therapies", Diabetes Care, 26:2653-2664, 2003.
3. Jie Ding and Tien Yin Wong, "Current Epidemiology of Diabetic Retinopathy and Diabetic Macular Edema", Current Diabetes Reports, Volume 12, Issue 4, pp 346-354, August 2012.
4. Siegel, A., and Sapru, H. N, "Essential neuroscience," Philadelphia: Wolters Kluwer Health/Lippincott Williams & Wilkins, 2011.
5. The-Crankshaft Publishing's what-when-how.com http://what-whenhow.com/neuroscience/visual-system-sensory-system-part-1/ (last accessed on 5th Nov 2014)
6. Qi Yang, Charles A. Reisman, Zhenguo Wang, Yasufumi Fukuma, Masanori Hangai, Nagahisa Yoshimura, Atsuo Tomidokoro, Makoto Araie, Ali S. Raza, Donald C. Hood, and Kinpui Chan "Automated layer segmentation of macular OCT images using dual-scale gradient information" 27 September 2010 / Vol. 18, No. 20 / Optics Express 21293
7. Stephanie J. Chiu, Cynthia A. Toth, Catherine Bowes Rickman, Joseph A. Izatt, and Sina Farsiu "Automatic segmentation of closedcontour features in ophthalmic images using graph theory and dynamic programming", Biomedical Optics Express, Vol. 3, No. 5, 1127, 1 May 2012
8. Yijun Huang, Ronald .P. Danis, Jeong W. Pak, Shiyu Leo, James White, Xian Zhang, Ashwini Narkar, Amitha Domapally "Development of a Semi-Automatic Segmentation Method for Retinal OCT Images Tested in Patients with Diabetic Macular Edema" December 26, 2013
9. Ahmet Murat Bagci, Mahnaz Shahidi, Rashid Ansari, Micheal Blair, Norman Paul Blair, and Ruth Zelkha "Thickness Profiles of Retinal Layers by Optical Coherence Tomography Image Segmentation" 2008 By Elsevier INC.
10. Gary R. Wilkins, Odette M. Houghton, and Amy L. Oldenburg "Automated Segmentation of Intraretinal Cystoid Fluid in Optical Coherence Tomography" IEEE Transactions on Biomedical Engineering, Vol. 59, NO. 4, April 2012
11. Azadeh Yazdanpanah, Ghassan Hamarneh, Senior Member, IEEE, Benjamin R. Smith, and Marinko V. Sarunic "Segmentation of Intra-Retinal Layers From Optical Coherence Tomography Images Using an Active Contour Approach" IEEE Transactions on Medical Imaging, Vol. 30, No. 2, February 2011
12. Florence Rossant, Itebeddine Ghorbel, Isabelle Bloch, Michel Paques, Sarah Tick "Automated Segmentation Of Retinal Layers In OCT Imaging and Derived Opthalmic Measures", IEEE, pp1370-1373, 2009
13. Raheleh Kafieh, Hossein Rabbani, Saeed Kermani "A Review of Algorithms for Segmentation of Optical Coherence Tomography from Retina" Journal of Medical Signals & Sensors, 2013
14. John Canny, A Computational Approach to Edge Detection", IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. Pami-8, No. 6, November 1986.
15. Sina Farsiu, Stephanie J. Chiu, Cynthia A. Toth, Joseph A. Izatt, Xiao T. Li and Peter Christopher Nicholas, "Segmentation and Identification of Layered Structures in Images", US Patent number 20110182517, June 28, 2011
16. N. Senthilkumaran1 and R. Rajesh, "Edge Detection Techniques for Image Segmentation-A Survey of Soft Computing Approaches", International Journal of Recent Trends in Engineering, 1(2):250-254, 2009.
17. Chiu SJ1, Li XT, Nicholas P, Toth CA, Izatt JA, Farsiu S, "Automatic segmentation of seven retinal layers in SDOCT images congruent with expert manual segmentation", Opt Express. Aug 30, 2010; 18(18): 19413-19428.
18. Z. Wu and R. Leahy. An optimal graph theoretic approach to data clustering: Theory and its application to image segmentation. IEEE Transactions on Pattern Analysis and Machine Intelligence, vol 11, pages 1101-1113, November 1993.