Literature DB >> 28663830

Automated boundary detection of the optic disc and layer segmentation of the peripapillary retina in volumetric structural and angiographic optical coherence tomography.

Pengxiao Zang1,2, Simon S Gao1, Thomas S Hwang1, Christina J Flaxel1, David J Wilson1, John C Morrison1, David Huang1, Dengwang Li2,3, Yali Jia1,4.   

Abstract

To improve optic disc boundary detection and peripapillary retinal layer segmentation, we propose an automated approach for structural and angiographic optical coherence tomography. The algorithm was performed on radial cross-sectional B-scans. The disc boundary was detected by searching for the position of Bruch's membrane opening, and retinal layer boundaries were detected using a dynamic programming-based graph search algorithm on each B-scan without the disc region. A comparison of the disc boundary using our method with that determined by manual delineation showed good accuracy, with an average Dice similarity coefficient ≥0.90 in healthy eyes and eyes with diabetic retinopathy and glaucoma. The layer segmentation accuracy in the same cases was on average less than one pixel (3.13 μm).

Entities:  

Keywords:  (100.0100) Image processing; (100.2960) Image analysis; (110.4500) Optical coherence tomography; (170.4470) Ophthalmology

Year:  2017        PMID: 28663830      PMCID: PMC5480545          DOI: 10.1364/BOE.8.001306

Source DB:  PubMed          Journal:  Biomed Opt Express        ISSN: 2156-7085            Impact factor:   3.732


  21 in total

1.  Regional correlation among ganglion cell complex, nerve fiber layer, and visual field loss in glaucoma.

Authors:  Phuc V Le; Ou Tan; Vikas Chopra; Brian A Francis; Omar Ragab; Rohit Varma; David Huang
Journal:  Invest Ophthalmol Vis Sci       Date:  2013-06-21       Impact factor: 4.799

2.  Projection-resolved optical coherence tomographic angiography.

Authors:  Miao Zhang; Thomas S Hwang; J Peter Campbell; Steven T Bailey; David J Wilson; David Huang; Yali Jia
Journal:  Biomed Opt Express       Date:  2016-02-09       Impact factor: 3.732

3.  Optimization of the split-spectrum amplitude-decorrelation angiography algorithm on a spectral optical coherence tomography system.

Authors:  Simon S Gao; Gangjun Liu; David Huang; Yali Jia
Journal:  Opt Lett       Date:  2015-05-15       Impact factor: 3.776

4.  Using ultrahigh sensitive optical microangiography to achieve comprehensive depth resolved microvasculature mapping for human retina.

Authors:  Lin An; Tueng T Shen; Ruikang K Wang
Journal:  J Biomed Opt       Date:  2011-10       Impact factor: 3.170

5.  Optical Coherence Tomography Angiography of the Peripapillary Retina in Glaucoma.

Authors:  Liang Liu; Yali Jia; Hana L Takusagawa; Alex D Pechauer; Beth Edmunds; Lorinna Lombardi; Ellen Davis; John C Morrison; David Huang
Journal:  JAMA Ophthalmol       Date:  2015-09       Impact factor: 7.389

6.  Segmentation of the optic disc in 3-D OCT scans of the optic nerve head.

Authors:  Kyungmoo Lee; Meindert Niemeijer; Mona K Garvin; Young H Kwon; Milan Sonka; Michael D Abramoff
Journal:  IEEE Trans Med Imaging       Date:  2009-09-15       Impact factor: 10.048

7.  Optical coherence tomography angiography of optic disc perfusion in glaucoma.

Authors:  Yali Jia; Eric Wei; Xiaogang Wang; Xinbo Zhang; John C Morrison; Mansi Parikh; Lori H Lombardi; Devin M Gattey; Rebecca L Armour; Beth Edmunds; Martin F Kraus; James G Fujimoto; David Huang
Journal:  Ophthalmology       Date:  2014-03-12       Impact factor: 12.079

8.  Detection of macular ganglion cell loss in glaucoma by Fourier-domain optical coherence tomography.

Authors:  Ou Tan; Vikas Chopra; Ake Tzu-Hui Lu; Joel S Schuman; Hiroshi Ishikawa; Gadi Wollstein; Rohit Varma; David Huang
Journal:  Ophthalmology       Date:  2009-09-10       Impact factor: 12.079

9.  Visualization of 3 Distinct Retinal Plexuses by Projection-Resolved Optical Coherence Tomography Angiography in Diabetic Retinopathy.

Authors:  Thomas S Hwang; Miao Zhang; Kavita Bhavsar; Xinbo Zhang; J Peter Campbell; Phoebe Lin; Steven T Bailey; Christina J Flaxel; Andreas K Lauer; David J Wilson; David Huang; Yali Jia
Journal:  JAMA Ophthalmol       Date:  2016-12-01       Impact factor: 7.389

10.  Detailed Vascular Anatomy of the Human Retina by Projection-Resolved Optical Coherence Tomography Angiography.

Authors:  J P Campbell; M Zhang; T S Hwang; S T Bailey; D J Wilson; Y Jia; D Huang
Journal:  Sci Rep       Date:  2017-02-10       Impact factor: 4.379

View more
  5 in total

1.  Automated segmentation of peripapillary retinal boundaries in OCT combining a convolutional neural network and a multi-weights graph search.

Authors:  Pengxiao Zang; Jie Wang; Tristan T Hormel; Liang Liu; David Huang; Yali Jia
Journal:  Biomed Opt Express       Date:  2019-08-01       Impact factor: 3.732

2.  Shared-hole graph search with adaptive constraints for 3D optic nerve head optical coherence tomography image segmentation.

Authors:  Kai Yu; Fei Shi; Enting Gao; Weifang Zhu; Haoyu Chen; Xinjian Chen
Journal:  Biomed Opt Express       Date:  2018-02-02       Impact factor: 3.732

3.  Automated detection of photoreceptor disruption in mild diabetic retinopathy on volumetric optical coherence tomography.

Authors:  Zhuo Wang; Acner Camino; Miao Zhang; Jie Wang; Thomas S Hwang; David J Wilson; David Huang; Dengwang Li; Yali Jia
Journal:  Biomed Opt Express       Date:  2017-11-07       Impact factor: 3.732

Review 4.  Artificial intelligence in OCT angiography.

Authors:  Tristan T Hormel; Thomas S Hwang; Steven T Bailey; David J Wilson; David Huang; Yali Jia
Journal:  Prog Retin Eye Res       Date:  2021-03-22       Impact factor: 21.198

Review 5.  Plexus-specific retinal vascular anatomy and pathologies as seen by projection-resolved optical coherence tomographic angiography.

Authors:  Tristan T Hormel; Yali Jia; Yifan Jian; Thomas S Hwang; Steven T Bailey; Mark E Pennesi; David J Wilson; John C Morrison; David Huang
Journal:  Prog Retin Eye Res       Date:  2020-07-24       Impact factor: 21.198

  5 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.