Literature DB >> 36032584

Depth-resolved visualization and automated quantification of hyperreflective foci on OCT scans using optical attenuation coefficients.

Hao Zhou1, Jeremy Liu2, Rita Laiginhas2, Qinqin Zhang1, Yuxuan Cheng1, Yi Zhang1, Yingying Shi2, Mengxi Shen2, Giovanni Gregori2, Philip J Rosenfeld2, Ruikang K Wang1,3.   

Abstract

An automated depth-resolved algorithm using optical attenuation coefficients (OACs) was developed to visualize, localize, and quantify hyperreflective foci (HRF) seen on OCT imaging that are associated with macular hyperpigmentation and represent an increased risk of disease progression in age related macular degeneration. To achieve this, we first transformed the OCT scans to linear representation, which were then contrasted by OACs. HRF were visualized and localized within the entire scan by differentiating HRF within the retina from HRF along the retinal pigment epithelium (RPE). The total pigment burden was quantified using the en face sum projection of an OAC slab between the inner limiting membrane (ILM) to Bruch's membrane (BM). The manual total pigment burden measurements were also obtained by combining manual outlines of HRF in the B-scans with the total area of hypotransmission defects outlined on sub-RPE slabs, which was used as the reference to compare with those obtained from the automated algorithm. 6×6 mm swept-source OCT scans were collected from a total of 49 eyes from 42 patients with macular HRF. We demonstrate that the algorithm was able to automatically distinguish between HRF within the retina and HRF along the RPE. In 24 test eyes, the total pigment burden measurements by the automated algorithm were compared with measurements obtained from manual segmentations. A significant correlation was found between the total pigment area measurements from the automated and manual segmentations (P < 0.001). The proposed automated algorithm based on OACs should be useful in studying eye diseases involving HRF.
© 2022 Optica Publishing Group under the terms of the Optica Open Access Publishing Agreement.

Entities:  

Year:  2022        PMID: 36032584      PMCID: PMC9408241          DOI: 10.1364/BOE.467623

Source DB:  PubMed          Journal:  Biomed Opt Express        ISSN: 2156-7085            Impact factor:   3.562


  45 in total

1.  Optical-coherence tomography of a dense tissue: statistics of attenuation and backscattering.

Authors:  J M Schmitt; A Knüttel; M Yadlowsky; M A Eckhaus
Journal:  Phys Med Biol       Date:  1994-10       Impact factor: 3.609

2.  Hyper-reflective foci segmentation in SD-OCT retinal images with diabetic retinopathy using deep convolutional neural networks.

Authors:  Chenchen Yu; Sha Xie; Sijie Niu; Zexuan Ji; Wen Fan; Songtao Yuan; Qinghuai Liu; Qiang Chen
Journal:  Med Phys       Date:  2019-08-22       Impact factor: 4.071

3.  Multi-scale GCN-assisted two-stage network for joint segmentation of retinal layers and discs in peripapillary OCT images.

Authors:  Jiaxuan Li; Peiyao Jin; Jianfeng Zhu; Haidong Zou; Xun Xu; Min Tang; Minwen Zhou; Yu Gan; Jiangnan He; Yuye Ling; Yikai Su
Journal:  Biomed Opt Express       Date:  2021-03-22       Impact factor: 3.732

4.  Retinal layer thicknesses retrieved with different segmentation algorithms from optical coherence tomography scans acquired under different signal-to-noise ratio conditions.

Authors:  Tuomas Heikka; Barry Cense; Nomdo M Jansonius
Journal:  Biomed Opt Express       Date:  2020-11-10       Impact factor: 3.732

5.  En Face Optical Coherence Tomography Imaging for the Detection of Nascent Geographic Atrophy.

Authors:  Karen B Schaal; Giovanni Gregori; Philip J Rosenfeld
Journal:  Am J Ophthalmol       Date:  2016-11-15       Impact factor: 5.258

6.  Clinical classification of age-related macular degeneration.

Authors:  Frederick L Ferris; C P Wilkinson; Alan Bird; Usha Chakravarthy; Emily Chew; Karl Csaky; SriniVas R Sadda
Journal:  Ophthalmology       Date:  2013-01-16       Impact factor: 12.079

7.  Correlations Between Choriocapillaris and Choroidal Measurements and the Growth of Geographic Atrophy Using Swept Source OCT Imaging.

Authors:  Yingying Shi; Qinqin Zhang; Hao Zhou; Liang Wang; Zhongdi Chu; Xiaoshuang Jiang; Mengxi Shen; Marie Thulliez; Cancan Lyu; William Feuer; Luis de Sisternes; Mary K Durbin; Giovanni Gregori; Ruikang K Wang; Philip J Rosenfeld
Journal:  Am J Ophthalmol       Date:  2020-12-24       Impact factor: 5.258

8.  Multimodal Imaging and En Face OCT Detection of Calcified Drusen in Eyes with Age-Related Macular Degeneration.

Authors:  Jeremy Liu; Rita Laiginhas; Mengxi Shen; Yingying Shi; Jianqing Li; Omer Trivizki; Nadia K Waheed; Giovanni Gregori; Philip J Rosenfeld
Journal:  Ophthalmol Sci       Date:  2022-04-20

Review 9.  Parametric imaging of attenuation by optical coherence tomography: review of models, methods, and clinical translation.

Authors:  Peijun Gong; Mitra Almasian; Gijs van Soest; Daniel de Bruin; Ton van Leeuwen; David Sampson; Dirk Faber
Journal:  J Biomed Opt       Date:  2020-04       Impact factor: 3.170

10.  Review of methods and applications of attenuation coefficient measurements with optical coherence tomography.

Authors:  Shuang Chang; Audrey K Bowden
Journal:  J Biomed Opt       Date:  2019-09       Impact factor: 3.170

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.