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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Proceedings ArticleDOI
the DIARETDB1 diabetic retinopathy database and evaluation protocol
Tomi Kauppi,V. Kalesnykiene,Joni-Kristian Kamarainen,Lasse Lensu,Iiris Sorri,A. Raninen,Raimo Voutilainen,Hannu Uusitalo,Heikki Kälviäinen,Juhani Pietilä +9 more
TL;DR: With the proposed database and protocol, it is possible to compare different algorithms, and correspondingly, analyse their maturity for technology transfer from the research laboratories to the medical practice.
Journal ArticleDOI
Improved Automated Detection of Diabetic Retinopathy on a Publicly Available Dataset Through Integration of Deep Learning.
Michael D. Abràmoff,Michael D. Abràmoff,Yiyue Lou,Ali Erginay,Warren Clarida,Ryan Amelon,James C. Folk,Meindert Niemeijer +7 more
TL;DR: A deep-learning enhanced algorithm for the automated detection of DR, achieves significantly better performance than a previously reported, otherwise essentially identical, algorithm that does not employ deep learning.
Journal ArticleDOI
Pivotal trial of an autonomous AI-based diagnostic system for detection of diabetic retinopathy in primary care offices
TL;DR: FDA authorized the system for use by health care providers to detect more than mild DR and diabetic macular edema, making it, the first FDA authorized autonomous AI diagnostic system in any field of medicine, with the potential to help prevent vision loss in thousands of people with diabetes annually.
Journal ArticleDOI
Diabetic retinopathy: global prevalence, major risk factors, screening practices and public health challenges: a review.
TL;DR: It is important that all stakeholders continue to look for innovative ways of managing and preventing diabetes, and optimize cost‐effective screening programs within the community to reduce the impact of DR‐related visual loss.
Journal ArticleDOI
Optical Coherence Tomography Angiography in Diabetic Retinopathy: A Prospective Pilot Study.
Akihiro Ishibazawa,Taiji Nagaoka,Atsushi Takahashi,Tsuneaki Omae,Tomofumi Tani,Kenji Sogawa,Harumasa Yokota,Akitoshi Yoshida +7 more
TL;DR: OCT angiography can clearly visualize microaneurysms and retinal nonperfused areas and enables closer observation of each layer of the retinal capillaries and Quantitative information on new vessels can also be obtained.
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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