Literature DB >> 31827269

Great expectations and challenges of artificial intelligence in the screening of diabetic retinopathy.

Mingwei Zhao1,2,3, Yuzhen Jiang4,5.   

Abstract

Entities:  

Year:  2019        PMID: 31827269      PMCID: PMC7055594          DOI: 10.1038/s41433-019-0629-2

Source DB:  PubMed          Journal:  Eye (Lond)        ISSN: 0950-222X            Impact factor:   3.775


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  12 in total

1.  Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs.

Authors:  Varun Gulshan; Lily Peng; Marc Coram; Martin C Stumpe; Derek Wu; Arunachalam Narayanaswamy; Subhashini Venugopalan; Kasumi Widner; Tom Madams; Jorge Cuadros; Ramasamy Kim; Rajiv Raman; Philip C Nelson; Jessica L Mega; Dale R Webster
Journal:  JAMA       Date:  2016-12-13       Impact factor: 56.272

2.  Development and Validation of a Deep Learning System for Diabetic Retinopathy and Related Eye Diseases Using Retinal Images From Multiethnic Populations With Diabetes.

Authors:  Daniel Shu Wei Ting; Carol Yim-Lui Cheung; Gilbert Lim; Gavin Siew Wei Tan; Nguyen D Quang; Alfred Gan; Haslina Hamzah; Renata Garcia-Franco; Ian Yew San Yeo; Shu Yen Lee; Edmund Yick Mun Wong; Charumathi Sabanayagam; Mani Baskaran; Farah Ibrahim; Ngiap Chuan Tan; Eric A Finkelstein; Ecosse L Lamoureux; Ian Y Wong; Neil M Bressler; Sobha Sivaprasad; Rohit Varma; Jost B Jonas; Ming Guang He; Ching-Yu Cheng; Gemmy Chui Ming Cheung; Tin Aung; Wynne Hsu; Mong Li Lee; Tien Yin Wong
Journal:  JAMA       Date:  2017-12-12       Impact factor: 56.272

3.  An Automated Grading System for Detection of Vision-Threatening Referable Diabetic Retinopathy on the Basis of Color Fundus Photographs.

Authors:  Zhixi Li; Stuart Keel; Chi Liu; Yifan He; Wei Meng; Jane Scheetz; Pei Ying Lee; Jonathan Shaw; Daniel Ting; Tien Yin Wong; Hugh Taylor; Robert Chang; Mingguang He
Journal:  Diabetes Care       Date:  2018-10-01       Impact factor: 19.112

4.  Global burden of diabetes, 1995-2025: prevalence, numerical estimates, and projections.

Authors:  H King; R E Aubert; W H Herman
Journal:  Diabetes Care       Date:  1998-09       Impact factor: 19.112

5.  Global prevalence of diabetes: estimates for the year 2000 and projections for 2030.

Authors:  Sarah Wild; Gojka Roglic; Anders Green; Richard Sicree; Hilary King
Journal:  Diabetes Care       Date:  2004-05       Impact factor: 19.112

6.  Performance of a Deep-Learning Algorithm vs Manual Grading for Detecting Diabetic Retinopathy in India.

Authors:  Varun Gulshan; Renu P Rajan; Kasumi Widner; Derek Wu; Peter Wubbels; Tyler Rhodes; Kira Whitehouse; Marc Coram; Greg Corrado; Kim Ramasamy; Rajiv Raman; Lily Peng; Dale R Webster
Journal:  JAMA Ophthalmol       Date:  2019-09-01       Impact factor: 7.389

7.  Incidence and progression of diabetic retinopathy during 17 years of a population-based screening program in England.

Authors:  Colin D Jones; Richard H Greenwood; Aseema Misra; Max O Bachmann
Journal:  Diabetes Care       Date:  2012-01-25       Impact factor: 19.112

8.  Validation of automated screening for referable diabetic retinopathy with the IDx-DR device in the Hoorn Diabetes Care System.

Authors:  Amber A van der Heijden; Michael D Abramoff; Frank Verbraak; Manon V van Hecke; Albert Liem; Giel Nijpels
Journal:  Acta Ophthalmol       Date:  2017-11-27       Impact factor: 3.761

9.  Prevalence of diabetic retinopathy in India: The All India Ophthalmological Society Diabetic Retinopathy Eye Screening Study 2014.

Authors:  Salil S Gadkari; Quresh B Maskati; Barun Kumar Nayak
Journal:  Indian J Ophthalmol       Date:  2016-01       Impact factor: 1.848

Review 10.  Prevalence, risk factors and burden of diabetic retinopathy in China: a systematic review and meta-analysis.

Authors:  Peige Song; Jinyue Yu; Kit Yee Chan; Evropi Theodoratou; Igor Rudan
Journal:  J Glob Health       Date:  2018-06       Impact factor: 4.413

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  2 in total

1.  Applications of Artificial Intelligence for Retinopathy of Prematurity Screening.

Authors:  J Peter Campbell; Praveer Singh; Travis K Redd; James M Brown; Parag K Shah; Prema Subramanian; Renu Rajan; Nita Valikodath; Emily Cole; Susan Ostmo; R V Paul Chan; Narendran Venkatapathy; Michael F Chiang; Jayashree Kalpathy-Cramer
Journal:  Pediatrics       Date:  2021-03       Impact factor: 7.124

2.  Use of offline artificial intelligence in a smartphone-based fundus camera for community screening of diabetic retinopathy.

Authors:  Astha Jain; Radhika Krishnan; Ashwini Rogye; Sundaram Natarajan
Journal:  Indian J Ophthalmol       Date:  2021-11       Impact factor: 1.848

  2 in total

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