Literature DB >> 31864476

Using Deep Learning Models to Characterize Major Retinal Features on Color Fundus Photographs.

Cecilia S Lee, Ryan T Yanagihara, Aaron Y Lee.   

Abstract

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Year:  2020        PMID： 31864476      PMCID： PMC7335005          DOI： 10.1016/j.ophtha.2019.07.014

Source DB:  PubMed          Journal:  Ophthalmology        ISSN： 0161-6420            Impact factor:   14.277


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  4 in total

1.  Development and Validation of Deep Learning Models for Screening Multiple Abnormal Findings in Retinal Fundus Images.

Authors:  Jaemin Son; Joo Young Shin; Hoon Dong Kim; Kyu-Hwan Jung; Kyu Hyung Park; Sang Jun Park
Journal:  Ophthalmology       Date:  2019-05-31       Impact factor: 12.079

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.  The United Kingdom Diabetic Retinopathy Electronic Medical Record Users Group: Report 3: Baseline Retinopathy and Clinical Features Predict Progression of Diabetic Retinopathy.

Authors:  Cecilia S Lee; Aaron Y Lee; Douglas Baughman; Dawn Sim; Toks Akelere; Christopher Brand; David P Crabb; Alastair K Denniston; Louise Downey; Alan Fitt; Rehna Khan; Sajad Mahmood; Kaveri Mandal; Martin Mckibbin; Geeta Menon; Aires Lobo; B Vineeth Kumar; Salim Natha; Atul Varma; Elizabeth Wilkinson; Danny Mitry; Clare Bailey; Usha Chakravarthy; Adnan Tufail; Catherine Egan
Journal:  Am J Ophthalmol       Date:  2017-05-29       Impact factor: 5.258

4.  Estimating Retinal Sensitivity Using Optical Coherence Tomography With Deep-Learning Algorithms in Macular Telangiectasia Type 2.

Authors:  Yuka Kihara; Tjebo F C Heeren; Cecilia S Lee; Yue Wu; Sa Xiao; Simone Tzaridis; Frank G Holz; Peter Charbel Issa; Catherine A Egan; Aaron Y Lee
Journal:  JAMA Netw Open       Date:  2019-02-01
  4 in total

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