Literature DB >> 18003503

Fractal analysis of the retinal vascular network in fundus images.

T J Macgillivray1, N Patton, F N Doubal, C Graham, J M Wardlaw.   

Abstract

Complexity of the retinal vascular network is quantified through the measurement of fractal dimension. A computerized approach enhances and segments the retinal vasculature in digital fundus images with an accuracy of 94% in comparison to the gold standard of manual tracing. Fractal analysis was performed on skeletonized versions of the network in 40 images from a study of stroke. Mean fractal dimension was found to be 1.398 (with standard deviation 0.024) from 20 images of the hypertensives sub-group and 1.408 (with standard deviation 0.025) from 18 images of the non-hypertensives subgroup. No evidence of a significant difference in the results was found for this sample size. However, statistical analysis showed that to detect a significant difference at the level seen in the data would require a larger sample size of 88 per group.

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Mesh:

Year:  2007        PMID: 18003503     DOI: 10.1109/IEMBS.2007.4353837

Source DB:  PubMed          Journal:  Conf Proc IEEE Eng Med Biol Soc        ISSN: 1557-170X


  24 in total

1.  Retinal vascular fractals predict long-term microvascular complications in type 1 diabetes mellitus: the Danish Cohort of Pediatric Diabetes 1987 (DCPD1987).

Authors:  Rebecca Broe; Malin L Rasmussen; Ulrik Frydkjaer-Olsen; Birthe S Olsen; Henrik B Mortensen; Tunde Peto; Jakob Grauslund
Journal:  Diabetologia       Date:  2014-07-01       Impact factor: 10.122

2.  Melanin change of retinal pigment epithelium and choroid in the convalescent stage of Vogt-Koyanagi-Harada disease.

Authors:  Ying Huang; Ya-Ting Yang; Bing Lin; Sheng-Hai Huang; Zu-Hua Sun; Rong Zhou; Ying-Zi Li; Xiao-Ling Liu
Journal:  Int J Ophthalmol       Date:  2020-12-18       Impact factor: 1.779

3.  Analysis of normal human retinal vascular network architecture using multifractal geometry.

Authors:  Ştefan Ţălu; Sebastian Stach; Dan Mihai Călugăru; Carmen Alina Lupaşcu; Simona Delia Nicoară
Journal:  Int J Ophthalmol       Date:  2017-03-18       Impact factor: 1.779

4.  Automated segmentation and fractal analysis of high-resolution non-invasive capillary perfusion maps of the human retina.

Authors:  Hong Jiang; Delia Cabrera Debuc; Tatjana Rundek; Byron L Lam; Clinton B Wright; Meixiao Shen; Aizhu Tao; Jianhua Wang
Journal:  Microvasc Res       Date:  2013-06-24       Impact factor: 3.514

5.  Fractal analysis of retinal vessels suggests that a distinct vasculopathy causes lacunar stroke.

Authors:  F N Doubal; T J MacGillivray; N Patton; B Dhillon; M S Dennis; J M Wardlaw
Journal:  Neurology       Date:  2010-04-06       Impact factor: 9.910

6.  Retinal Microvascular Network and Microcirculation Assessments in High Myopia.

Authors:  Min Li; Ye Yang; Hong Jiang; Giovanni Gregori; Luiz Roisman; Fang Zheng; Bilian Ke; Dongyi Qu; Jianhua Wang
Journal:  Am J Ophthalmol       Date:  2016-11-04       Impact factor: 5.258

7.  Updating Understanding of Macular Microvascular Abnormalities and Their Correlations With the Characteristics and Progression of Macular Edema or Exudation in Coats' Disease.

Authors:  Juan Zhang; Lu Ruan; Chen Jiang; Qian Yang; Yuqiao Ju; Qing Chang; Xin Huang
Journal:  Front Med (Lausanne)       Date:  2022-04-13

8.  Retinal vascular fractal dimension and risk of early diabetic retinopathy: A prospective study of children and adolescents with type 1 diabetes.

Authors:  Shueh Wen Lim; Ning Cheung; Jie J Wang; Kim C Donaghue; Gerald Liew; F M Amirul Islam; Alicia J Jenkins; Tien Y Wong
Journal:  Diabetes Care       Date:  2009-08-18       Impact factor: 17.152

9.  A systematic review and participant-level meta-analysis found little association of retinal microvascular caliber with reduced kidney function.

Authors:  Weng Kit Lye; Euan Paterson; Christopher C Patterson; Alexander P Maxwell; Riswana Banu Binte Mohammed Abdul; E Shyong Tai; Ching Yu Cheng; Takamasa Kayama; Hidetoshi Yamashita; Mark Sarnak; Michael Shlipak; Kunihiro Matsushita; Unal Mutlu; Mohammad A Ikram; Caroline Klaver; Annette Kifley; Paul Mitchell; Chelsea Myers; Barbara E Klein; Ronald Klein; Tien Y Wong; Charumathi Sabanayagam; Gareth J McKay
Journal:  Kidney Int       Date:  2020-08-15       Impact factor: 10.612

10.  Quantifying optical microangiography images obtained from a spectral domain optical coherence tomography system.

Authors:  Roberto Reif; Jia Qin; Lin An; Zhongwei Zhi; Suzan Dziennis; Ruikang Wang
Journal:  Int J Biomed Imaging       Date:  2012-06-26
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