Literature DB >> 29188102

Automated drusen detection in dry age-related macular degeneration by multiple-depth, en face optical coherence tomography.

Rui Zhao1,2,3, Acner Camino1,3, Jie Wang1, Ahmed M Hagag1, Yansha Lu1,2, Steven T Bailey1, Christina J Flaxel1, Thomas S Hwang1, David Huang1, Dengwang Li2,4, Yali Jia1,5.   

Abstract

We introduce a method to automatically detect drusen in dry age-related macular degeneration (AMD) from optical coherence tomography with minimum need for layer segmentation. The method is based on the en face detection of drusen areas in C-scans at certain distances above the Bruch's membrane, circumventing the difficult task of pathologic retinal pigment epithelium segmentation. All types of drusen can be detected, including the challenging subretinal drusenoid deposits (pseudodrusen). The high sensitivity and accuracy demonstrated here shows its potential for detection of drusen onset in early AMD.

Entities:  

Keywords:  (100.6890) Three-dimensional image processing; (170.1610) Clinical applications; (170.4470) Ophthalmology; (170.4500) Optical coherence tomography

Year:  2017        PMID: 29188102      PMCID: PMC5695952          DOI: 10.1364/BOE.8.005049

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


  60 in total

1.  Detection and segmentation of drusen deposits on human retina: potential in the diagnosis of age-related macular degeneration.

Authors:  K Rapantzikos; M Zervakis; K Balas
Journal:  Med Image Anal       Date:  2003-03       Impact factor: 8.545

2.  Quantitative classification of eyes with and without intermediate age-related macular degeneration using optical coherence tomography.

Authors:  Sina Farsiu; Stephanie J Chiu; Rachelle V O'Connell; Francisco A Folgar; Eric Yuan; Joseph A Izatt; Cynthia A Toth
Journal:  Ophthalmology       Date:  2013-08-29       Impact factor: 12.079

3.  Comparison between Widefield En Face Swept-Source OCT and Conventional Multimodal Imaging for the Detection of Reticular Pseudodrusen.

Authors:  Karen B Schaal; Andrew D Legarreta; William J Feuer; Giovanni Gregori; Qianqian Cheng; John E Legarreta; Mary K Durbin; Paul F Stetson; Sophie Kubach; Philip J Rosenfeld
Journal:  Ophthalmology       Date:  2016-11-14       Impact factor: 12.079

Review 4.  Global estimates of visual impairment: 2010.

Authors:  Donatella Pascolini; Silvio Paolo Mariotti
Journal:  Br J Ophthalmol       Date:  2011-12-01       Impact factor: 4.638

5.  Spectral domain optical coherence tomography imaging of drusen in nonexudative age-related macular degeneration.

Authors:  Giovanni Gregori; Fenghua Wang; Philip J Rosenfeld; Zohar Yehoshua; Ninel Z Gregori; Brandon J Lujan; Carmen A Puliafito; William J Feuer
Journal:  Ophthalmology       Date:  2011-03-09       Impact factor: 12.079

6.  Automatic drusen quantification and risk assessment of age-related macular degeneration on color fundus images.

Authors:  Mark J J P van Grinsven; Yara T E Lechanteur; Johannes P H van de Ven; Bram van Ginneken; Carel B Hoyng; Thomas Theelen; Clara I Sánchez
Journal:  Invest Ophthalmol Vis Sci       Date:  2013-04-30       Impact factor: 4.799

7.  Open-source algorithm for automatic choroid segmentation of OCT volume reconstructions.

Authors:  Javier Mazzaferri; Luke Beaton; Gisèle Hounye; Diane N Sayah; Santiago Costantino
Journal:  Sci Rep       Date:  2017-02-09       Impact factor: 4.379

8.  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

9.  Spectral domain optical coherence tomography for quantitative evaluation of drusen and associated structural changes in non-neovascular age-related macular degeneration.

Authors:  K Yi; M Mujat; B H Park; W Sun; J W Miller; J M Seddon; L H Young; J F de Boer; T C Chen
Journal:  Br J Ophthalmol       Date:  2008-08-12       Impact factor: 4.638

Review 10.  Optical coherence tomography imaging of macular oedema.

Authors:  George Trichonas; Peter K Kaiser
Journal:  Br J Ophthalmol       Date:  2014-07       Impact factor: 4.638

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  9 in total

1.  Real-time retinal layer segmentation of OCT volumes with GPU accelerated inferencing using a compressed, low-latency neural network.

Authors:  Svetlana Borkovkina; Acner Camino; Worawee Janpongsri; Marinko V Sarunic; Yifan Jian
Journal:  Biomed Opt Express       Date:  2020-06-24       Impact factor: 3.732

2.  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

3.  Volume-based, layer-independent, disease-agnostic detection of abnormal retinal reflectivity, nonperfusion, and neovascularization using structural and angiographic OCT.

Authors:  Shaohua Pi; Tristan T Hormel; Bingjie Wang; Steven T Bailey; Thomas S Hwang; David Huang; John C Morrison; Yali Jia
Journal:  Biomed Opt Express       Date:  2022-08-22       Impact factor: 3.562

4.  Deep learning for the segmentation of preserved photoreceptors on en face optical coherence tomography in two inherited retinal diseases.

Authors:  Acner Camino; Zhuo Wang; Jie Wang; Mark E Pennesi; Paul Yang; David Huang; Dengwang Li; Yali Jia
Journal:  Biomed Opt Express       Date:  2018-06-12       Impact factor: 3.732

5.  Automated detection of age-related macular degeneration in color fundus photography: a systematic review.

Authors:  Emma Pead; Roly Megaw; James Cameron; Alan Fleming; Baljean Dhillon; Emanuele Trucco; Thomas MacGillivray
Journal:  Surv Ophthalmol       Date:  2019-02-14       Impact factor: 6.048

6.  Geographic Atrophy Progression Is Associated With Choriocapillaris Flow Deficits Measured With Optical Coherence Tomographic Angiography.

Authors:  Qi Sheng You; Acner Camino; Jie Wang; Yukun Guo; Christina J Flaxel; Thomas S Hwang; David Huang; Yali Jia; Steven T Bailey
Journal:  Invest Ophthalmol Vis Sci       Date:  2021-12-01       Impact factor: 4.799

7.  Artificial intelligence-based decision-making for age-related macular degeneration.

Authors:  De-Kuang Hwang; Chih-Chien Hsu; Kao-Jung Chang; Daniel Chao; Chuan-Hu Sun; Ying-Chun Jheng; Aliaksandr A Yarmishyn; Jau-Ching Wu; Ching-Yao Tsai; Mong-Lien Wang; Chi-Hsien Peng; Ke-Hung Chien; Chung-Lan Kao; Tai-Chi Lin; Lin-Chung Woung; Shih-Jen Chen; Shih-Hwa Chiou
Journal:  Theranostics       Date:  2019-01-01       Impact factor: 11.556

8.  Detecting and measuring areas of choriocapillaris low perfusion in intermediate, non-neovascular age-related macular degeneration.

Authors:  Acner Camino; Yukun Guo; Qisheng You; Jie Wang; David Huang; Steven T Bailey; Yali Jia
Journal:  Neurophotonics       Date:  2019-09-12       Impact factor: 3.593

9.  Multimodal Retinal Image Analysis via Deep Learning for the Diagnosis of Intermediate Dry Age-Related Macular Degeneration: A Feasibility Study.

Authors:  Ehsan Vaghefi; Sophie Hill; Hannah M Kersten; David Squirrell
Journal:  J Ophthalmol       Date:  2020-01-13       Impact factor: 1.909

  9 in total

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