The fractal geometry of proliferative diabetic retinopathy: implications for the diagnosis and the process of retinal vasculogenesis
10 retinal vessel patterns with neovascularisation at or near the optic disk (NVD) from eyes of patients with diabetic retinopathy were compared with vascular patterns from 14 normal eyes. The vascular patterns were taken from low angle fundus photographs. After digitizing, the fractal dimensions we...
Gespeichert in:
Veröffentlicht in: | Current eye research 1993, Vol.12 (12), p.1103-1109 |
---|---|
1. Verfasser: | |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | 1109 |
---|---|
container_issue | 12 |
container_start_page | 1103 |
container_title | Current eye research |
container_volume | 12 |
creator | Daxer, Albert |
description | 10 retinal vessel patterns with neovascularisation at or near the optic disk (NVD) from eyes of patients with diabetic retinopathy were compared with vascular patterns from 14 normal eyes. The vascular patterns were taken from low angle fundus photographs. After digitizing, the fractal dimensions were calculated by means of the density-density correlation function method. The fractal dimension was found to be significantly higher for vessel patterns with NVD [D = 1.845 ± 0.056 (m ± sd)] as compared with the normal control group (D = 1.708 ± 0.073) (p < 0.001). The fractal dimension of 1.8 appears to be a cutoff value. Higher values may indicate proliferative changes. Under these conditions the sensitivity of the method for the detection of NVD±Grade 3 in the Early Treatment Diabetic Retinopathy Study (ETDRS) grading system is 90%. The presence of such NVD in an eye is a "high risk characteristic" for severe visual loss, which requires panretinal laser treatment. Fractal analysis is therefore a possible new strategy for computer assisted "automated" detection and quantification of proliferative diabetic retinopathy. The fractal dimension of the new vessels suggests possible mechanisms involved in retinal vasculogenesis. |
doi_str_mv | 10.3109/02713689309033508 |
format | Article |
fullrecord | <record><control><sourceid>proquest_pubme</sourceid><recordid>TN_cdi_pubmed_primary_8137633</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>76255165</sourcerecordid><originalsourceid>FETCH-LOGICAL-c496t-489c72c1d67e5d225bf1d75d3a9ce0bdd7b6dd9186c288cee62fa20c646973f33</originalsourceid><addsrcrecordid>eNp9kEtr3TAQhUVpSG-T_oAuClqU7tzqYctWm00J6QMC2SRrI0ujawXZupXklLvvD4_uo4FSyEaCme-cmTkIvaXkI6dEfiKspVx0khNJOG9I9wKtaC1IxRhhL9Fq168KwF-h1yndE7Ir1KfotKO8FZyv0J_bEbCNSmfl8RrCBDlucbB4E4N3FqLK7gGwcWqA7DSO5Z3DRuVx-xm7aeOdLkSYE7Yh4jzu0fUckktYzWZfKVYaUtq57uVl0oNKevFhDTMU8hydWOUTvDn-Z-ju29Xt5Y_q-ub7z8uv15WupchV3UndMk2NaKExjDWDpaZtDFdSAxmMaQdhjKSd0KzrNIBgVjGiRS1kyy3nZ-jDwbds9GuBlPvJJQ3eqxnCkvpWsKahoikgPYA6hpQi2H4T3aTitqek3yXf_5d80bw7mi_DBOZJcYy69N8f--V25Uvms3bpCasJk4Kygl0cMDeXRCf1O0Rv-qy2PsS_Gv7cFl_-kY-gfB61itDfhyWW7NMzNzwCwF2zlQ</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>76255165</pqid></control><display><type>article</type><title>The fractal geometry of proliferative diabetic retinopathy: implications for the diagnosis and the process of retinal vasculogenesis</title><source>MEDLINE</source><source>Taylor & Francis:Master (3349 titles)</source><source>Taylor & Francis Medical Library - CRKN</source><creator>Daxer, Albert</creator><creatorcontrib>Daxer, Albert</creatorcontrib><description>10 retinal vessel patterns with neovascularisation at or near the optic disk (NVD) from eyes of patients with diabetic retinopathy were compared with vascular patterns from 14 normal eyes. The vascular patterns were taken from low angle fundus photographs. After digitizing, the fractal dimensions were calculated by means of the density-density correlation function method. The fractal dimension was found to be significantly higher for vessel patterns with NVD [D = 1.845 ± 0.056 (m ± sd)] as compared with the normal control group (D = 1.708 ± 0.073) (p < 0.001). The fractal dimension of 1.8 appears to be a cutoff value. Higher values may indicate proliferative changes. Under these conditions the sensitivity of the method for the detection of NVD±Grade 3 in the Early Treatment Diabetic Retinopathy Study (ETDRS) grading system is 90%. The presence of such NVD in an eye is a "high risk characteristic" for severe visual loss, which requires panretinal laser treatment. Fractal analysis is therefore a possible new strategy for computer assisted "automated" detection and quantification of proliferative diabetic retinopathy. The fractal dimension of the new vessels suggests possible mechanisms involved in retinal vasculogenesis.</description><identifier>ISSN: 0271-3683</identifier><identifier>EISSN: 1460-2202</identifier><identifier>DOI: 10.3109/02713689309033508</identifier><identifier>PMID: 8137633</identifier><identifier>CODEN: CEYRDM</identifier><language>eng</language><publisher>Lisse: Informa UK Ltd</publisher><subject>Associated diseases and complications ; Biological and medical sciences ; Diabetes. Impaired glucose tolerance ; Diabetic Retinopathy - diagnosis ; Diagnosis, Computer-Assisted ; Endocrine pancreas. Apud cells (diseases) ; Endocrinopathies ; Fractals ; Fundus Oculi ; Humans ; Image Processing, Computer-Assisted ; Medical sciences ; Optic Disk - blood supply ; Photography ; Retinal Neovascularization - diagnosis ; Retinal Vessels - pathology</subject><ispartof>Current eye research, 1993, Vol.12 (12), p.1103-1109</ispartof><rights>1993 Informa UK Ltd All rights reserved: reproduction in whole or part not permitted 1993</rights><rights>1994 INIST-CNRS</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c496t-489c72c1d67e5d225bf1d75d3a9ce0bdd7b6dd9186c288cee62fa20c646973f33</citedby><cites>FETCH-LOGICAL-c496t-489c72c1d67e5d225bf1d75d3a9ce0bdd7b6dd9186c288cee62fa20c646973f33</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.tandfonline.com/doi/pdf/10.3109/02713689309033508$$EPDF$$P50$$Ginformahealthcare$$H</linktopdf><linktohtml>$$Uhttps://www.tandfonline.com/doi/full/10.3109/02713689309033508$$EHTML$$P50$$Ginformahealthcare$$H</linktohtml><link.rule.ids>314,780,784,4024,27923,27924,27925,59647,59753,60436,60542,61221,61256,61402,61437</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=4029612$$DView record in Pascal Francis$$Hfree_for_read</backlink><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/8137633$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Daxer, Albert</creatorcontrib><title>The fractal geometry of proliferative diabetic retinopathy: implications for the diagnosis and the process of retinal vasculogenesis</title><title>Current eye research</title><addtitle>Curr Eye Res</addtitle><description>10 retinal vessel patterns with neovascularisation at or near the optic disk (NVD) from eyes of patients with diabetic retinopathy were compared with vascular patterns from 14 normal eyes. The vascular patterns were taken from low angle fundus photographs. After digitizing, the fractal dimensions were calculated by means of the density-density correlation function method. The fractal dimension was found to be significantly higher for vessel patterns with NVD [D = 1.845 ± 0.056 (m ± sd)] as compared with the normal control group (D = 1.708 ± 0.073) (p < 0.001). The fractal dimension of 1.8 appears to be a cutoff value. Higher values may indicate proliferative changes. Under these conditions the sensitivity of the method for the detection of NVD±Grade 3 in the Early Treatment Diabetic Retinopathy Study (ETDRS) grading system is 90%. The presence of such NVD in an eye is a "high risk characteristic" for severe visual loss, which requires panretinal laser treatment. Fractal analysis is therefore a possible new strategy for computer assisted "automated" detection and quantification of proliferative diabetic retinopathy. The fractal dimension of the new vessels suggests possible mechanisms involved in retinal vasculogenesis.</description><subject>Associated diseases and complications</subject><subject>Biological and medical sciences</subject><subject>Diabetes. Impaired glucose tolerance</subject><subject>Diabetic Retinopathy - diagnosis</subject><subject>Diagnosis, Computer-Assisted</subject><subject>Endocrine pancreas. Apud cells (diseases)</subject><subject>Endocrinopathies</subject><subject>Fractals</subject><subject>Fundus Oculi</subject><subject>Humans</subject><subject>Image Processing, Computer-Assisted</subject><subject>Medical sciences</subject><subject>Optic Disk - blood supply</subject><subject>Photography</subject><subject>Retinal Neovascularization - diagnosis</subject><subject>Retinal Vessels - pathology</subject><issn>0271-3683</issn><issn>1460-2202</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>1993</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp9kEtr3TAQhUVpSG-T_oAuClqU7tzqYctWm00J6QMC2SRrI0ujawXZupXklLvvD4_uo4FSyEaCme-cmTkIvaXkI6dEfiKspVx0khNJOG9I9wKtaC1IxRhhL9Fq168KwF-h1yndE7Ir1KfotKO8FZyv0J_bEbCNSmfl8RrCBDlucbB4E4N3FqLK7gGwcWqA7DSO5Z3DRuVx-xm7aeOdLkSYE7Yh4jzu0fUckktYzWZfKVYaUtq57uVl0oNKevFhDTMU8hydWOUTvDn-Z-ju29Xt5Y_q-ub7z8uv15WupchV3UndMk2NaKExjDWDpaZtDFdSAxmMaQdhjKSd0KzrNIBgVjGiRS1kyy3nZ-jDwbds9GuBlPvJJQ3eqxnCkvpWsKahoikgPYA6hpQi2H4T3aTitqek3yXf_5d80bw7mi_DBOZJcYy69N8f--V25Uvms3bpCasJk4Kygl0cMDeXRCf1O0Rv-qy2PsS_Gv7cFl_-kY-gfB61itDfhyWW7NMzNzwCwF2zlQ</recordid><startdate>1993</startdate><enddate>1993</enddate><creator>Daxer, Albert</creator><general>Informa UK Ltd</general><general>Taylor & Francis</general><general>Swets & Zeitlinger</general><scope>IQODW</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope></search><sort><creationdate>1993</creationdate><title>The fractal geometry of proliferative diabetic retinopathy: implications for the diagnosis and the process of retinal vasculogenesis</title><author>Daxer, Albert</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c496t-489c72c1d67e5d225bf1d75d3a9ce0bdd7b6dd9186c288cee62fa20c646973f33</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>1993</creationdate><topic>Associated diseases and complications</topic><topic>Biological and medical sciences</topic><topic>Diabetes. Impaired glucose tolerance</topic><topic>Diabetic Retinopathy - diagnosis</topic><topic>Diagnosis, Computer-Assisted</topic><topic>Endocrine pancreas. Apud cells (diseases)</topic><topic>Endocrinopathies</topic><topic>Fractals</topic><topic>Fundus Oculi</topic><topic>Humans</topic><topic>Image Processing, Computer-Assisted</topic><topic>Medical sciences</topic><topic>Optic Disk - blood supply</topic><topic>Photography</topic><topic>Retinal Neovascularization - diagnosis</topic><topic>Retinal Vessels - pathology</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Daxer, Albert</creatorcontrib><collection>Pascal-Francis</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Current eye research</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Daxer, Albert</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>The fractal geometry of proliferative diabetic retinopathy: implications for the diagnosis and the process of retinal vasculogenesis</atitle><jtitle>Current eye research</jtitle><addtitle>Curr Eye Res</addtitle><date>1993</date><risdate>1993</risdate><volume>12</volume><issue>12</issue><spage>1103</spage><epage>1109</epage><pages>1103-1109</pages><issn>0271-3683</issn><eissn>1460-2202</eissn><coden>CEYRDM</coden><abstract>10 retinal vessel patterns with neovascularisation at or near the optic disk (NVD) from eyes of patients with diabetic retinopathy were compared with vascular patterns from 14 normal eyes. The vascular patterns were taken from low angle fundus photographs. After digitizing, the fractal dimensions were calculated by means of the density-density correlation function method. The fractal dimension was found to be significantly higher for vessel patterns with NVD [D = 1.845 ± 0.056 (m ± sd)] as compared with the normal control group (D = 1.708 ± 0.073) (p < 0.001). The fractal dimension of 1.8 appears to be a cutoff value. Higher values may indicate proliferative changes. Under these conditions the sensitivity of the method for the detection of NVD±Grade 3 in the Early Treatment Diabetic Retinopathy Study (ETDRS) grading system is 90%. The presence of such NVD in an eye is a "high risk characteristic" for severe visual loss, which requires panretinal laser treatment. Fractal analysis is therefore a possible new strategy for computer assisted "automated" detection and quantification of proliferative diabetic retinopathy. The fractal dimension of the new vessels suggests possible mechanisms involved in retinal vasculogenesis.</abstract><cop>Lisse</cop><pub>Informa UK Ltd</pub><pmid>8137633</pmid><doi>10.3109/02713689309033508</doi><tpages>7</tpages></addata></record> |
fulltext | fulltext |
identifier | ISSN: 0271-3683 |
ispartof | Current eye research, 1993, Vol.12 (12), p.1103-1109 |
issn | 0271-3683 1460-2202 |
language | eng |
recordid | cdi_pubmed_primary_8137633 |
source | MEDLINE; Taylor & Francis:Master (3349 titles); Taylor & Francis Medical Library - CRKN |
subjects | Associated diseases and complications Biological and medical sciences Diabetes. Impaired glucose tolerance Diabetic Retinopathy - diagnosis Diagnosis, Computer-Assisted Endocrine pancreas. Apud cells (diseases) Endocrinopathies Fractals Fundus Oculi Humans Image Processing, Computer-Assisted Medical sciences Optic Disk - blood supply Photography Retinal Neovascularization - diagnosis Retinal Vessels - pathology |
title | The fractal geometry of proliferative diabetic retinopathy: implications for the diagnosis and the process of retinal vasculogenesis |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-29T07%3A08%3A24IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_pubme&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=The%20fractal%20geometry%20of%20proliferative%20diabetic%20retinopathy:%20implications%20for%20the%20diagnosis%20and%20the%20process%20of%20retinal%20vasculogenesis&rft.jtitle=Current%20eye%20research&rft.au=Daxer,%20Albert&rft.date=1993&rft.volume=12&rft.issue=12&rft.spage=1103&rft.epage=1109&rft.pages=1103-1109&rft.issn=0271-3683&rft.eissn=1460-2202&rft.coden=CEYRDM&rft_id=info:doi/10.3109/02713689309033508&rft_dat=%3Cproquest_pubme%3E76255165%3C/proquest_pubme%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=76255165&rft_id=info:pmid/8137633&rfr_iscdi=true |