Automated Quantitation of Choroidal Neovascularization: A Comparison Study Between Spectral-Domain and Swept-Source OCT Angiograms

Detalhes bibliográficos
Autor(a) principal: Zhang, Qinqin
Data de Publicação: 2017
Outros Autores: Chen, Chieh-Li, Chu, Zhongdi, Zheng, Fang, Miller, Andrew, Roisman, Luiz [UNIFESP], Dias, Joao Rafael de Oliveira, Yehoshua, Zohar, Schaal, Karen B., Feuer, William, Gregori, Giovanni, Kubach, Sophie, An, Lin, Stetson, Paul F., Durbin, Mary K., Rosenfeld, Philip J., Wang, Ruikang K.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNIFESP
Texto Completo: https://repositorio.unifesp.br/handle/11600/55012
http://dx.doi.org/10.1167/iovs.16-20977
Resumo: PURPOSE. To compare the lesion sizes of choroidal neovascularization (CNV) imaged with spectral-domain (SD) and swept-source (SS) optical coherence tomography angiography (OCTA) and measured using an automated detection algorithm. METHODS. Patients diagnosed with CNV were imaged by SD-OCTA and SS-OCTA systems using 3 x 3-mm and 6 x 6-mm scans. The complex optical microangiography (OMAG(C)) algorithm was used to generate the OCTA images. Optical coherence tomography A datasets for imaging CNV were derived by segmenting from the outer retina to 8 mu m below Bruch's membrane. An artifact removal algorithm was used to generate angiograms free of retinal vessel projection artifacts. An automated detection algorithm was developed to quantify the size of the CNV. Automated measurements were compared with manual measurements. Measurements from SD-OCTA and SS-OCTA instruments were compared as well. RESULTS. Twenty-seven eyes from 23 subjects diagnosed with CNV were analyzed. No significant differences were detected between manual and automatic measurements: SD-OCTA 3 x 3-mm (P = 0.61, paired t-test) and 6 x 6-mm (P = 0.09, paired t-test) scans and the SS-OCTA 3 x 3-mm (P = 0.41, paired t-test) and 6 x 6-mm (P = 0.16, paired t-test) scans. Bland-Altman analyses were performed to confirm the agreement between automatic and manual measurements. Mean lesion sizes were significantly larger for the SS-OCTA images compared with the SD-OCTA images: 3 3 3-mm scans (P = 0.011, paired sample t-test) and the 6 x 6-mm scans (P = 0.021, paired t-test). CONCLUSIONS. The automated algorithm measurements of CNV were in agreement with the hand-drawn measurements. On average, automated SS-OCTA measurements were larger than SD-OCTA measurements and consistent with the results from using hand-drawn measurements.
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spelling Zhang, QinqinChen, Chieh-LiChu, ZhongdiZheng, FangMiller, AndrewRoisman, Luiz [UNIFESP]Dias, Joao Rafael de OliveiraYehoshua, ZoharSchaal, Karen B.Feuer, WilliamGregori, GiovanniKubach, SophieAn, LinStetson, Paul F.Durbin, Mary K.Rosenfeld, Philip J.Wang, Ruikang K.2020-07-17T14:02:47Z2020-07-17T14:02:47Z2017Investigative Ophthalmology & Visual Science. Rockville, v. 58, n. 3, p. 1506-1513, 2017.0146-0404https://repositorio.unifesp.br/handle/11600/55012http://dx.doi.org/10.1167/iovs.16-20977WOS000398089000019.pdf10.1167/iovs.16-20977WOS:000398089000019PURPOSE. To compare the lesion sizes of choroidal neovascularization (CNV) imaged with spectral-domain (SD) and swept-source (SS) optical coherence tomography angiography (OCTA) and measured using an automated detection algorithm. METHODS. Patients diagnosed with CNV were imaged by SD-OCTA and SS-OCTA systems using 3 x 3-mm and 6 x 6-mm scans. The complex optical microangiography (OMAG(C)) algorithm was used to generate the OCTA images. Optical coherence tomography A datasets for imaging CNV were derived by segmenting from the outer retina to 8 mu m below Bruch's membrane. An artifact removal algorithm was used to generate angiograms free of retinal vessel projection artifacts. An automated detection algorithm was developed to quantify the size of the CNV. Automated measurements were compared with manual measurements. Measurements from SD-OCTA and SS-OCTA instruments were compared as well. RESULTS. Twenty-seven eyes from 23 subjects diagnosed with CNV were analyzed. No significant differences were detected between manual and automatic measurements: SD-OCTA 3 x 3-mm (P = 0.61, paired t-test) and 6 x 6-mm (P = 0.09, paired t-test) scans and the SS-OCTA 3 x 3-mm (P = 0.41, paired t-test) and 6 x 6-mm (P = 0.16, paired t-test) scans. Bland-Altman analyses were performed to confirm the agreement between automatic and manual measurements. Mean lesion sizes were significantly larger for the SS-OCTA images compared with the SD-OCTA images: 3 3 3-mm scans (P = 0.011, paired sample t-test) and the 6 x 6-mm scans (P = 0.021, paired t-test). CONCLUSIONS. The automated algorithm measurements of CNV were in agreement with the hand-drawn measurements. On average, automated SS-OCTA measurements were larger than SD-OCTA measurements and consistent with the results from using hand-drawn measurements.Carl Zeiss Meditec, Inc. (Dublin, CA)National Eye InstituteResearch to Prevent Blindness, Inc., New York, New YorkNational Eye Institute Center Core GrantCAPES Foundation, Ministry of Education of Brazil, Brasilia-BrazilGerman Research Foundation (DFG)Research to Prevent BlindnessUniv Washington, Dept Bioengn, 3720 NE 15th Ave, Seattle, WA 98195 USAUniv Miami, Miller Sch Med, Bascom Palmer Eye Inst, Dept Ophthalmol, Miami, FL 33136 USAUniv Fed Sao Paulo, Dept Ophthalmol, Sao Paulo, BrazilCarl Zeiss Meditec Inc, Adv Dev, Dublin, CA USAUniv Washington, Dept Ophthalmol, 3720 NE 15th Ave, Seattle, WA 98195 USAUniv Fed Sao Paulo, Dept Ophthalmol, Sao Paulo, BrazilNational Eye Institute: R01EY024158National Eye Institute Center Core Grant: P30EY014801German Research Foundation (DFG): SCHA 1869/1-1Web of Science1506-1513engAssoc Research Vision Ophthalmology IncInvestigative Ophthalmology & Visual Scienceoptical coherence tomographyswept-source OCTAspectral-domain OCTAneovascular AMDmacular neovascularizationpigment epithelium detachmentAutomated Quantitation of Choroidal Neovascularization: A Comparison Study Between Spectral-Domain and Swept-Source OCT Angiogramsinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleRockville583info:eu-repo/semantics/openAccessreponame:Repositório Institucional da UNIFESPinstname:Universidade Federal de São Paulo (UNIFESP)instacron:UNIFESPORIGINALWOS000398089000019.pdfapplication/pdf1075884${dspace.ui.url}/bitstream/11600/55012/1/WOS000398089000019.pdf6d6c30420d77a82ebc86cd5662af020eMD51open accessTEXTWOS000398089000019.pdf.txtWOS000398089000019.pdf.txtExtracted texttext/plain35572${dspace.ui.url}/bitstream/11600/55012/2/WOS000398089000019.pdf.txt5e971c02035ccec3addd2c439054cadfMD52open accessTHUMBNAILWOS000398089000019.pdf.jpgWOS000398089000019.pdf.jpgIM Thumbnailimage/jpeg7776${dspace.ui.url}/bitstream/11600/55012/4/WOS000398089000019.pdf.jpgc7137a75d23c0ffdee361bd10efa6dc1MD54open access11600/550122022-08-01 05:08:16.168open accessoai:repositorio.unifesp.br:11600/55012Repositório InstitucionalPUBhttp://www.repositorio.unifesp.br/oai/requestopendoar:34652023-05-25T12:19:51.398853Repositório Institucional da UNIFESP - Universidade Federal de São Paulo (UNIFESP)false
dc.title.en.fl_str_mv Automated Quantitation of Choroidal Neovascularization: A Comparison Study Between Spectral-Domain and Swept-Source OCT Angiograms
title Automated Quantitation of Choroidal Neovascularization: A Comparison Study Between Spectral-Domain and Swept-Source OCT Angiograms
spellingShingle Automated Quantitation of Choroidal Neovascularization: A Comparison Study Between Spectral-Domain and Swept-Source OCT Angiograms
Zhang, Qinqin
optical coherence tomography
swept-source OCTA
spectral-domain OCTA
neovascular AMD
macular neovascularization
pigment epithelium detachment
title_short Automated Quantitation of Choroidal Neovascularization: A Comparison Study Between Spectral-Domain and Swept-Source OCT Angiograms
title_full Automated Quantitation of Choroidal Neovascularization: A Comparison Study Between Spectral-Domain and Swept-Source OCT Angiograms
title_fullStr Automated Quantitation of Choroidal Neovascularization: A Comparison Study Between Spectral-Domain and Swept-Source OCT Angiograms
title_full_unstemmed Automated Quantitation of Choroidal Neovascularization: A Comparison Study Between Spectral-Domain and Swept-Source OCT Angiograms
title_sort Automated Quantitation of Choroidal Neovascularization: A Comparison Study Between Spectral-Domain and Swept-Source OCT Angiograms
author Zhang, Qinqin
author_facet Zhang, Qinqin
Chen, Chieh-Li
Chu, Zhongdi
Zheng, Fang
Miller, Andrew
Roisman, Luiz [UNIFESP]
Dias, Joao Rafael de Oliveira
Yehoshua, Zohar
Schaal, Karen B.
Feuer, William
Gregori, Giovanni
Kubach, Sophie
An, Lin
Stetson, Paul F.
Durbin, Mary K.
Rosenfeld, Philip J.
Wang, Ruikang K.
author_role author
author2 Chen, Chieh-Li
Chu, Zhongdi
Zheng, Fang
Miller, Andrew
Roisman, Luiz [UNIFESP]
Dias, Joao Rafael de Oliveira
Yehoshua, Zohar
Schaal, Karen B.
Feuer, William
Gregori, Giovanni
Kubach, Sophie
An, Lin
Stetson, Paul F.
Durbin, Mary K.
Rosenfeld, Philip J.
Wang, Ruikang K.
author2_role author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
dc.contributor.author.fl_str_mv Zhang, Qinqin
Chen, Chieh-Li
Chu, Zhongdi
Zheng, Fang
Miller, Andrew
Roisman, Luiz [UNIFESP]
Dias, Joao Rafael de Oliveira
Yehoshua, Zohar
Schaal, Karen B.
Feuer, William
Gregori, Giovanni
Kubach, Sophie
An, Lin
Stetson, Paul F.
Durbin, Mary K.
Rosenfeld, Philip J.
Wang, Ruikang K.
dc.subject.eng.fl_str_mv optical coherence tomography
swept-source OCTA
spectral-domain OCTA
neovascular AMD
macular neovascularization
pigment epithelium detachment
topic optical coherence tomography
swept-source OCTA
spectral-domain OCTA
neovascular AMD
macular neovascularization
pigment epithelium detachment
description PURPOSE. To compare the lesion sizes of choroidal neovascularization (CNV) imaged with spectral-domain (SD) and swept-source (SS) optical coherence tomography angiography (OCTA) and measured using an automated detection algorithm. METHODS. Patients diagnosed with CNV were imaged by SD-OCTA and SS-OCTA systems using 3 x 3-mm and 6 x 6-mm scans. The complex optical microangiography (OMAG(C)) algorithm was used to generate the OCTA images. Optical coherence tomography A datasets for imaging CNV were derived by segmenting from the outer retina to 8 mu m below Bruch's membrane. An artifact removal algorithm was used to generate angiograms free of retinal vessel projection artifacts. An automated detection algorithm was developed to quantify the size of the CNV. Automated measurements were compared with manual measurements. Measurements from SD-OCTA and SS-OCTA instruments were compared as well. RESULTS. Twenty-seven eyes from 23 subjects diagnosed with CNV were analyzed. No significant differences were detected between manual and automatic measurements: SD-OCTA 3 x 3-mm (P = 0.61, paired t-test) and 6 x 6-mm (P = 0.09, paired t-test) scans and the SS-OCTA 3 x 3-mm (P = 0.41, paired t-test) and 6 x 6-mm (P = 0.16, paired t-test) scans. Bland-Altman analyses were performed to confirm the agreement between automatic and manual measurements. Mean lesion sizes were significantly larger for the SS-OCTA images compared with the SD-OCTA images: 3 3 3-mm scans (P = 0.011, paired sample t-test) and the 6 x 6-mm scans (P = 0.021, paired t-test). CONCLUSIONS. The automated algorithm measurements of CNV were in agreement with the hand-drawn measurements. On average, automated SS-OCTA measurements were larger than SD-OCTA measurements and consistent with the results from using hand-drawn measurements.
publishDate 2017
dc.date.issued.fl_str_mv 2017
dc.date.accessioned.fl_str_mv 2020-07-17T14:02:47Z
dc.date.available.fl_str_mv 2020-07-17T14:02:47Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
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dc.identifier.citation.fl_str_mv Investigative Ophthalmology & Visual Science. Rockville, v. 58, n. 3, p. 1506-1513, 2017.
dc.identifier.uri.fl_str_mv https://repositorio.unifesp.br/handle/11600/55012
http://dx.doi.org/10.1167/iovs.16-20977
dc.identifier.issn.none.fl_str_mv 0146-0404
dc.identifier.file.none.fl_str_mv WOS000398089000019.pdf
dc.identifier.doi.none.fl_str_mv 10.1167/iovs.16-20977
dc.identifier.wos.none.fl_str_mv WOS:000398089000019
identifier_str_mv Investigative Ophthalmology & Visual Science. Rockville, v. 58, n. 3, p. 1506-1513, 2017.
0146-0404
WOS000398089000019.pdf
10.1167/iovs.16-20977
WOS:000398089000019
url https://repositorio.unifesp.br/handle/11600/55012
http://dx.doi.org/10.1167/iovs.16-20977
dc.language.iso.fl_str_mv eng
language eng
dc.relation.ispartof.none.fl_str_mv Investigative Ophthalmology & Visual Science
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dc.coverage.none.fl_str_mv Rockville
dc.publisher.none.fl_str_mv Assoc Research Vision Ophthalmology Inc
publisher.none.fl_str_mv Assoc Research Vision Ophthalmology Inc
dc.source.none.fl_str_mv reponame:Repositório Institucional da UNIFESP
instname:Universidade Federal de São Paulo (UNIFESP)
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institution UNIFESP
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