Journal ArticleDOI
Proposed international clinical diabetic retinopathy and diabetic macular edema disease severity scales
Charles P. Wilkinson,Frederick L. Ferris,Ronald Klein,Paul P. Lee,Carl-David Agardh,Matthew D. Davis,Diana G. Dills,Anselm Kampik,R Pararajasegaram,T Juan Verdaguer +9 more
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TLDR
There seems to be a genuine need for consistent international clinical classification systems for diabetic retinopathy and diabetic macular edema that are supported with solid evidence.About:
This article is published in Ophthalmology.The article was published on 2003-09-01. It has received 2665 citations till now. The article focuses on the topics: Diabetic retinopathy & Retinopathy.read more
Citations
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Journal ArticleDOI
Computer-Assisted Diagnosis for Diabetic Retinopathy Based on Fundus Images Using Deep Convolutional Neural Network
TL;DR: A novel algorithm based on deep convolutional neural network (DCNN), which classifies the stages of DR into five categories, labeled with an integer ranging between zero and four, and can achieve a recognition rate up to 86.17%, which is higher than previously reported in the literature.
Journal ArticleDOI
Incidence and progression of diabetic retinopathy in Japanese adults with type 2 diabetes: 8 year follow-up study of the Japan Diabetes Complications Study (JDCS).
Ryo Kawasaki,Shiro Tanaka,Teiko Yamamoto,Hirohito Sone,Yasuo Ohashi,Yasuo Akanuma,Nobuhiro Yamada,Hidetoshi Yamashita +7 more
TL;DR: The association between HbA1c and incident diabetic retinopathy was linear; the association with duration of diabetes increased rapidly between 5 and 10 years; and the incidence and progression rates seemed lower than that in western populations.
Journal ArticleDOI
Pregnancy‐induced sight‐threatening diabetic retinopathy in women with type 1 diabetes
Marianne Vestgaard,Lene Ringholm,Caroline Schmidt Laugesen,Katrine Laura Rasmussen,Peter Damm,Elisabeth R. Mathiesen +5 more
TL;DR: In this paper, the progression of diabetic retinopathy in pregnant women with Type 1 diabetes offered tight glycaemic and blood pressure control, but not with HbA1c, decline in Hb1c or prevalence of severe hypoglycaemia.
Journal ArticleDOI
Transfer Learning with Convolutional Neural Networks for Diabetic Retinopathy Image Classification. A Review
Ibrahem Kandel,Mauro Castelli +1 more
TL;DR: This work states that transfer learning with convolutional neural networks for diabetic retinopathy image classification with real-time reinforcement learning is feasible and effective and should be implemented in clinical practice.
Journal ArticleDOI
The clinical relevance of visualising the peripheral retina.
Nicola Quinn,Lajos Csincsik,Erin Flynn,Christine A. Curcio,Szilard Kiss,Srinivas R. Sadda,Ruth E Hogg,Tunde Peto,Imre Lengyel +8 more
TL;DR: The anatomy and physiology of the peripheral retina is explored, focusing on how it differs from the posterior pole, and the history of peripheral retinal imaging is recounted, to evaluate the overall relevance of peripheral Retinal findings to different diseases.
References
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Journal ArticleDOI
The Wisconsin epidemiologic study of diabetic retinopathy. VI: Retinal photocoagulation
TL;DR: Seventy-two percent of eyes of younger onset and 45% of Eyes of older onset persons that had received panretinal photocoagulation treatment were found to have incomplete regression of retinal new vessels, and in approximately half of these eyes severe proliferative retinopathy (Diabetic Retinopathy Study High Risk Characteristics [DRS-HRC]) was present.
Journal ArticleDOI
Photocoagulation Treatment of Proliferative Diabetic Retinopathy: The Second Report of Diabetic Retinopathy Study Findings
Arnall Patz,Stuart L. Fine,Daniel Finkelstein,Thaddeus E. Prout,Lloyd Paul Aiello,Robert Bradley,Jose C. Briones,Frank L. Myers,George H. Bresnick,Guillermo de Venecia,Thomas S. Stevens,Ingolf H. L. Wallow,Suresh R. Chandra,Edward W. D. Norton,George W. Blankenship,John E. Harris,William H. Knobloch,Frederick C. Goetz,Robert C. Ramsay,J. Wallace McMeel,Donald Martin,Morton F. Goldberg,Felipe U. Huamonte,Gholam A. Peyman,Bradley R. Straatsma,Stanley Kopelow,W. A. J. van Heuven,Aaron Kassoff,Stephen S. Feman,Robert C. Watzke,John H. Mensher,William Tasman,William H. Annesley,Brian C. Leonard,Christopher L. B. Canny,Leonard Joffe,Thomas R. Pheasant,F. Tempel Riekhof,Mary Dahl,William Bohart,Dana Clarke,Jose Berrocal,Antonio Ramos-Umpierre,Guillermo Velazquez,Raymond R. Margherio,Delbert Nachazel,Edward B. McLean,Steven Guzak,Genell L. Knatterud,Christian R. Klimt,Argye I. Hillis,Diane Makuc,Matthew D. Davis,Alasdair MacCormick,Yvonne L. Magli,Paul Segal,Abraham M. Lilienfeld,Elmer J. Ballintine,Jerome Cornfield,Ephraim Friedman,Max Miller,Marvin L. Sears,Elizabeth P. Wiesner,Fred Ederer,Frederick L. Ferris,Bernard Becker,Glen Johnston,Curtis L. Meinert,Jacob Bearman,Suresh Chandra,Lawrence Rand +70 more
TL;DR: Data from the Diabetic Retinopathy Study (DRS) show that photocoagulad inhibited the progression of retinopathy, and beneficial effects were noted to some degree in all those stages of diabeticretinopathy which were included in the Study.
Journal ArticleDOI
The Wisconsin Epidemiologic Study of Diabetic Retinopathy: IX. Four-Year Incidence and Progression of Diabetic Retinopathy When Age at Diagnosis Is Less Than 30 Years
TL;DR: This paper performed a population-based study in southern Wisconsin of insulin-taking diabetic persons diagnosed before 30 years of age and found that the incidence of proliferative retinopathy rose with increasing duration until 13 to 14 years of diabetes, thereafter remaining between 14% and 17%.
Journal ArticleDOI
The Reproducibility of a Method to Identify the Overuse and Underuse of Medical Procedures
Paul G. Shekelle,James P. Kahan,Steven J. Bernstein,Lucian L. Leape,Caren Kamberg,Rolla Edward Park +5 more
TL;DR: A parallel, three-way replication of the RAND-University of California at Los Angeles appropriateness method as applied to two medical procedures, coronary revascularization and hysterectomy, found that the appropri ateness method is far from perfect.
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