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Research Article

Multifractal Geometry in Analysis and Processing of Digital Retinal Photographs for Early Diagnosis of Human Diabetic Macular Edema

Pages 781-792 | Received 13 Jun 2012, Accepted 20 Feb 2013, Published online: 28 Mar 2013

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Fadilah Ab Hamid, Mohd Zulfaezal Che Azemin, Adzura Salam, Amilia Aminuddin, Norsyazwani Mohd Daud & Ilyanoon Zahari. (2016) Retinal Vasculature Fractal Dimension Measures Vessel Density. Current Eye Research 41:6, pages 823-831.
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Nadia M. G. Al-Saidi, Husam Yahya & Suzan J. Obaiys. (2022) Discrete Dynamic Model of a Disease-Causing Organism Caused by 2D-Quantum Tsallis Entropy. Symmetry 14:8, pages 1677.
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Rehana Khan, Sajib K Saha, Shaun Frost, Yogesan Kanagasingam & Rajiv Raman. (2022) The Longitudinal Assessment of Vascular Parameters of the Retina and Their Correlations with Systemic Characteristics in Type 2 Diabetes—A Pilot Study. Vision 6:3, pages 45.
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Ştefan Ţălu & Simona Delia Nicoara. (2021) Malfunction of outer retinal barrier and choroid in the occurrence and progression of diabetic macular edema. World Journal of Diabetes 12:4, pages 437-452.
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Sam Yu & Vasudevan Lakshminarayanan. (2021) Fractal Dimension and Retinal Pathology: A Meta-Analysis. Applied Sciences 11:5, pages 2376.
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Devanjali Relan & Kiran Khatter. (2020) Effectiveness of Multi-fractal Analysis in Differentiating Subgroups of Retinal Images. Effectiveness of Multi-fractal Analysis in Differentiating Subgroups of Retinal Images.
Delia Cabrera DeBuc, William J. Feuer, Patrice J. Persad, Gabor Mark Somfai, Maja Kostic, Susel Oropesa & Carlos Mendoza Santiesteban. (2020) Investigating Vascular Complexity and Neurogenic Alterations in Sectoral Regions of the Retina in Patients With Cognitive Impairment. Frontiers in Physiology 11.
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Hyungwoo Lee, Minsub Lee, Myung Ae Kim, Hyewon Chung & Hyung Chan Kim. (2020) ASSOCIATION OF TREATMENT RESPONSE WITH QUANTITATIVE CHANGES IN CHOROIDAL NEOVASCULARIZATION AND CHOROIDAL VESSEL IN NEOVASCULAR AGE-RELATED MACULAR DEGENERATION. Retina 40:9, pages 1704-1718.
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Montanna Essey & John N. Maina. (2020) Fractal analysis of concurrently prepared latex rubber casts of the bronchial and vascular systems of the human lung. Open Biology 10:7.
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Hong Jiang, Giovana Rosa Gameiro, Yi Liu, Ying Lin, Jeffrey Hernandez, Yuqing Deng, Giovanni Gregori, Silvia Delgado & Jianhua Wang. (2020) Visual Function and Disability Are Associated with Increased Retinal Volumetric Vessel Density in Patients with Multiple Sclerosis. American Journal of Ophthalmology 213, pages 34-45.
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Jessica Alber, Edmund Arthur, Stuart Sinoff, Delia Cabrera DeBuc, Emily Y. Chew, Lori Douquette, Wendy V. Hatch, Chris Hudson, Amir Kashani, Cecelia S. Lee, Stephen Montaquila, Sima Mozdbar, Leonardo Provetti Cunha, Faryan Tayyari, Gregory Van Stavern & Peter J. Snyder. (2020) A recommended “minimum data set” framework for SD‐OCT retinal image acquisition and analysis from the Atlas of Retinal Imaging in Alzheimer's Study (ARIAS). Alzheimer's & Dementia: Diagnosis, Assessment & Disease Monitoring 12:1.
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Edmund Arthur, Gabor Mark Somfai, Maja Kostic, Susel Oropesa, Carlos Mendoza Santiesteban & Delia Cabrera DeBuc. (2019) Distinguishing cognitive impairment by using singularity spectrum and lacunarity analysis of the retinal vascular network. Neurophotonics 6:04, pages 1.
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Veena C. Karanam, Leonardo Tamariz, Hatim Batawi, Jianhua Wang & Anat Galor. (2019) Functional slit lamp biomicroscopy metrics correlate with cardiovascular risk. The Ocular Surface 17:1, pages 64-69.
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Delia Cabrera DeBuc, Gabor Mark Somfai, Edmund Arthur, Maja Kostic, Susel Oropesa & Carlos Mendoza Santiesteban. (2018) Investigating Multimodal Diagnostic Eye Biomarkers of Cognitive Impairment by Measuring Vascular and Neurogenic Changes in the Retina. Frontiers in Physiology 9.
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Ronald Klein, Kristine E. Lee, Lorraine Danforth, Michael Y. Tsai, Ronald E. Gangnon, Stacy E. Meuer, Tien Y. Wong, Carol Y. Cheung & Barbara E.K. Klein. (2018) The Relationship of Retinal Vessel Geometric Characteristics to the Incidence and Progression of Diabetic Retinopathy. Ophthalmology 125:11, pages 1784-1792.
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Natasa Popovic, Miroslav Radunovic, Jelena Badnjar & Tomo Popovic. (2018) Fractal dimension and lacunarity analysis of retinal microvascular morphology in hypertension and diabetes. Microvascular Research 118, pages 36-43.
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Andre Obenaus, Michelle Ng, Amanda M. Orantes, Eli Kinney-Lang, Faisal Rashid, Mary Hamer, Richard A. DeFazio, Jiping Tang, John H. Zhang & William J. Pearce. (2017) Traumatic brain injury results in acute rarefication of the vascular network. Scientific Reports 7:1.
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Andrea Dziubek, Giovanna Guidoboni, Alon Harris, Anil N. Hirani, Edmond Rusjan & William Thistleton. (2015) Effect of ocular shape and vascular geometry on retinal hemodynamics: a computational model. Biomechanics and Modeling in Mechanobiology 15:4, pages 893-907.
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Ş. ŢĂLU, S. STACH, M. KACZMARSKA, M. FORNAL, T. GRODZICKI, W. POHORECKI & K. BURDA. (2015) Multifractal characterization of morphology of human red blood cells membrane skeleton. Journal of Microscopy 262:1, pages 59-72.
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Audrey L. Karperien & Herbert F. Jelinek. 2016. The Fractal Geometry of the Brain. The Fractal Geometry of the Brain 13 43 .
Ştefan Ţălu, Sebastian Stach, Vivian Sueiras & Noël Marysa Ziebarth. (2014) Fractal Analysis of AFM Images of the Surface of Bowman’s Membrane of the Human Cornea. Annals of Biomedical Engineering 43:4, pages 906-916.
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Alun D. Hughes. (2015) Optimality, cost minimization and the design of arterial networks. Artery Research 10:C, pages 1.
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Hong Jiang, Jianguang Zhong, Delia Cabrera DeBuc, Aizhu Tao, Zhe Xu, Byron L. Lam, Che Liu & Jianhua Wang. (2014) Functional slit lamp biomicroscopy for imaging bulbar conjunctival microvasculature in contact lens wearers. Microvascular Research 92, pages 62-71.
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D. Benouioua, D. Candusso, F. Harel & L. Oukhellou. (2014) Fuel cell diagnosis method based on multifractal analysis of stack voltage signal. International Journal of Hydrogen Energy 39:5, pages 2236-2245.
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M.Z. Che Azemin, F. Ab Hamid, A. Aminuddin, J.J. Wang, R. Kawasaki & D.K. Kumar. (2013) Age-related rarefaction in retinal vasculature is not linear. Experimental Eye Research 116, pages 355-358.
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