Retinal Vessel Segmentation of Non-Proliferative Diabetic Retinopathy

Diabetic retinopathy is a disease in diabetic patients that affects the eye. It happens due to damage in the blood vessels of the light-sensitive tissues at the retina. In non-proliferative diabetic retinopathy, tiny changes occur in the blood vessels of the eye. Non-proliferative diabetic retinopat...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:International journal of applied evolutionary computation 2019-01, Vol.10 (1), p.30-38
Hauptverfasser: Chowhan, Santosh S, Deore, Rakesh S, Naik, Sachin A
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 38
container_issue 1
container_start_page 30
container_title International journal of applied evolutionary computation
container_volume 10
creator Chowhan, Santosh S
Deore, Rakesh S
Naik, Sachin A
description Diabetic retinopathy is a disease in diabetic patients that affects the eye. It happens due to damage in the blood vessels of the light-sensitive tissues at the retina. In non-proliferative diabetic retinopathy, tiny changes occur in the blood vessels of the eye. Non-proliferative diabetic retinopathy can trigger macular edema or macular ischemia. In this study proposes the retinal vessel segmentation and vessel quantization on the DRIVE database which is publicly available. The experimental results express the retinal vessel can be effectively detected and segmented.
doi_str_mv 10.4018/IJAEC.2019010102
format Article
fullrecord <record><control><sourceid>gale_cross</sourceid><recordid>TN_cdi_crossref_primary_10_4018_IJAEC_2019010102</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><galeid>A759378936</galeid><sourcerecordid>A759378936</sourcerecordid><originalsourceid>FETCH-LOGICAL-c2311-a1c6ad5543283c1bb9e6f7ca66584e59cdf650bed2f8e6fc6ac9cf428786f57a3</originalsourceid><addsrcrecordid>eNp1kc1PwyAYhxujiWbu7rGJFw9W-S4clzl1ZlHj15VQBh2mKxM6E_970Wk2jUICBJ4fvOHJsgMITgiA_HR8NRgNTxCAAsDU0Va2BwVBBWaAb3-vqSC7WT_GZ5AaJSUp4V42ujOda1WTP5kYTZPfm3pu2k51zre5t_m1b4vb4BtnTUibryY_c6pKGZ1_Jv1CdbO3_WzHqiaa_tfcyx7PRw_Dy2JyczEeDiaFRhjCQkHN1JRSghHHGlaVMMyWWjFGOTFU6KllFFRmiixPJwnWQluCeMmZpaXCvexwde8i-JeliZ189suQyo8SCQw5IwjBNVWrxkjXWt8FpecuajkoqcAlF5gl6niDqpbRtekLXBtdPetirZYx_sTBCtfBxxiMlYvg5iq8SQjkhwT5KUGuJaTI0Sriarcu9DcmF1Ob0Is_0DTIlRe56UX6_56EAL8DXl-cnA</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2931864221</pqid></control><display><type>article</type><title>Retinal Vessel Segmentation of Non-Proliferative Diabetic Retinopathy</title><source>ProQuest Central</source><creator>Chowhan, Santosh S ; Deore, Rakesh S ; Naik, Sachin A</creator><creatorcontrib>Chowhan, Santosh S ; Deore, Rakesh S ; Naik, Sachin A</creatorcontrib><description>Diabetic retinopathy is a disease in diabetic patients that affects the eye. It happens due to damage in the blood vessels of the light-sensitive tissues at the retina. In non-proliferative diabetic retinopathy, tiny changes occur in the blood vessels of the eye. Non-proliferative diabetic retinopathy can trigger macular edema or macular ischemia. In this study proposes the retinal vessel segmentation and vessel quantization on the DRIVE database which is publicly available. The experimental results express the retinal vessel can be effectively detected and segmented.</description><identifier>ISSN: 1942-3594</identifier><identifier>EISSN: 1942-3608</identifier><identifier>DOI: 10.4018/IJAEC.2019010102</identifier><language>eng</language><publisher>Hershey: IGI Global</publisher><subject>Automation ; Blood vessels ; Computer science ; Datasets ; Diabetes ; Diabetic retinopathy ; Diabetics ; Edema ; Fractals ; Morphology ; Retina ; Segmentation ; Wavelet transforms</subject><ispartof>International journal of applied evolutionary computation, 2019-01, Vol.10 (1), p.30-38</ispartof><rights>COPYRIGHT 2019 IGI Global</rights><rights>Copyright © 2019, IGI Global. Copying or distributing in print or electronic forms without written permission of IGI Global is prohibited.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c2311-a1c6ad5543283c1bb9e6f7ca66584e59cdf650bed2f8e6fc6ac9cf428786f57a3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.proquest.com/docview/2931864221?pq-origsite=primo$$EHTML$$P50$$Gproquest$$H</linktohtml><link.rule.ids>314,776,780,21367,27901,27902,33721,43781</link.rule.ids></links><search><creatorcontrib>Chowhan, Santosh S</creatorcontrib><creatorcontrib>Deore, Rakesh S</creatorcontrib><creatorcontrib>Naik, Sachin A</creatorcontrib><title>Retinal Vessel Segmentation of Non-Proliferative Diabetic Retinopathy</title><title>International journal of applied evolutionary computation</title><description>Diabetic retinopathy is a disease in diabetic patients that affects the eye. It happens due to damage in the blood vessels of the light-sensitive tissues at the retina. In non-proliferative diabetic retinopathy, tiny changes occur in the blood vessels of the eye. Non-proliferative diabetic retinopathy can trigger macular edema or macular ischemia. In this study proposes the retinal vessel segmentation and vessel quantization on the DRIVE database which is publicly available. The experimental results express the retinal vessel can be effectively detected and segmented.</description><subject>Automation</subject><subject>Blood vessels</subject><subject>Computer science</subject><subject>Datasets</subject><subject>Diabetes</subject><subject>Diabetic retinopathy</subject><subject>Diabetics</subject><subject>Edema</subject><subject>Fractals</subject><subject>Morphology</subject><subject>Retina</subject><subject>Segmentation</subject><subject>Wavelet transforms</subject><issn>1942-3594</issn><issn>1942-3608</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><sourceid>N95</sourceid><sourceid>BENPR</sourceid><recordid>eNp1kc1PwyAYhxujiWbu7rGJFw9W-S4clzl1ZlHj15VQBh2mKxM6E_970Wk2jUICBJ4fvOHJsgMITgiA_HR8NRgNTxCAAsDU0Va2BwVBBWaAb3-vqSC7WT_GZ5AaJSUp4V42ujOda1WTP5kYTZPfm3pu2k51zre5t_m1b4vb4BtnTUibryY_c6pKGZ1_Jv1CdbO3_WzHqiaa_tfcyx7PRw_Dy2JyczEeDiaFRhjCQkHN1JRSghHHGlaVMMyWWjFGOTFU6KllFFRmiixPJwnWQluCeMmZpaXCvexwde8i-JeliZ189suQyo8SCQw5IwjBNVWrxkjXWt8FpecuajkoqcAlF5gl6niDqpbRtekLXBtdPetirZYx_sTBCtfBxxiMlYvg5iq8SQjkhwT5KUGuJaTI0Sriarcu9DcmF1Ob0Is_0DTIlRe56UX6_56EAL8DXl-cnA</recordid><startdate>20190101</startdate><enddate>20190101</enddate><creator>Chowhan, Santosh S</creator><creator>Deore, Rakesh S</creator><creator>Naik, Sachin A</creator><general>IGI Global</general><scope>AAYXX</scope><scope>CITATION</scope><scope>N95</scope><scope>7SC</scope><scope>8FD</scope><scope>8FE</scope><scope>8FG</scope><scope>AFKRA</scope><scope>ARAPS</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>JQ2</scope><scope>K7-</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope><scope>P62</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope></search><sort><creationdate>20190101</creationdate><title>Retinal Vessel Segmentation of Non-Proliferative Diabetic Retinopathy</title><author>Chowhan, Santosh S ; Deore, Rakesh S ; Naik, Sachin A</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c2311-a1c6ad5543283c1bb9e6f7ca66584e59cdf650bed2f8e6fc6ac9cf428786f57a3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Automation</topic><topic>Blood vessels</topic><topic>Computer science</topic><topic>Datasets</topic><topic>Diabetes</topic><topic>Diabetic retinopathy</topic><topic>Diabetics</topic><topic>Edema</topic><topic>Fractals</topic><topic>Morphology</topic><topic>Retina</topic><topic>Segmentation</topic><topic>Wavelet transforms</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Chowhan, Santosh S</creatorcontrib><creatorcontrib>Deore, Rakesh S</creatorcontrib><creatorcontrib>Naik, Sachin A</creatorcontrib><collection>CrossRef</collection><collection>Gale Business: Insights</collection><collection>Computer and Information Systems Abstracts</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>ProQuest Central UK/Ireland</collection><collection>Advanced Technologies &amp; Aerospace Collection</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>Technology Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Computer Science Collection</collection><collection>Computer Science Database</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Computer and Information Systems Abstracts – Academic</collection><collection>Computer and Information Systems Abstracts Professional</collection><collection>ProQuest Advanced Technologies &amp; Aerospace Collection</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><jtitle>International journal of applied evolutionary computation</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Chowhan, Santosh S</au><au>Deore, Rakesh S</au><au>Naik, Sachin A</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Retinal Vessel Segmentation of Non-Proliferative Diabetic Retinopathy</atitle><jtitle>International journal of applied evolutionary computation</jtitle><date>2019-01-01</date><risdate>2019</risdate><volume>10</volume><issue>1</issue><spage>30</spage><epage>38</epage><pages>30-38</pages><issn>1942-3594</issn><eissn>1942-3608</eissn><abstract>Diabetic retinopathy is a disease in diabetic patients that affects the eye. It happens due to damage in the blood vessels of the light-sensitive tissues at the retina. In non-proliferative diabetic retinopathy, tiny changes occur in the blood vessels of the eye. Non-proliferative diabetic retinopathy can trigger macular edema or macular ischemia. In this study proposes the retinal vessel segmentation and vessel quantization on the DRIVE database which is publicly available. The experimental results express the retinal vessel can be effectively detected and segmented.</abstract><cop>Hershey</cop><pub>IGI Global</pub><doi>10.4018/IJAEC.2019010102</doi><tpages>9</tpages></addata></record>
fulltext fulltext
identifier ISSN: 1942-3594
ispartof International journal of applied evolutionary computation, 2019-01, Vol.10 (1), p.30-38
issn 1942-3594
1942-3608
language eng
recordid cdi_crossref_primary_10_4018_IJAEC_2019010102
source ProQuest Central
subjects Automation
Blood vessels
Computer science
Datasets
Diabetes
Diabetic retinopathy
Diabetics
Edema
Fractals
Morphology
Retina
Segmentation
Wavelet transforms
title Retinal Vessel Segmentation of Non-Proliferative Diabetic Retinopathy
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-02-09T05%3A53%3A18IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-gale_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Retinal%20Vessel%20Segmentation%20of%20Non-Proliferative%20Diabetic%20Retinopathy&rft.jtitle=International%20journal%20of%20applied%20evolutionary%20computation&rft.au=Chowhan,%20Santosh%20S&rft.date=2019-01-01&rft.volume=10&rft.issue=1&rft.spage=30&rft.epage=38&rft.pages=30-38&rft.issn=1942-3594&rft.eissn=1942-3608&rft_id=info:doi/10.4018/IJAEC.2019010102&rft_dat=%3Cgale_cross%3EA759378936%3C/gale_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2931864221&rft_id=info:pmid/&rft_galeid=A759378936&rfr_iscdi=true