Literature DB >> 33983388

Automated Retinal Fluid Volume Quantification: A Nod to Present and Future Applications of Deep Learning.

Aaron Y Lee1, Amy Yuan1.   

Abstract

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Year:  2021        PMID： 33983388      PMCID： PMC9235821          DOI： 10.1001/jamaophthalmol.2021.1284

Source DB:  PubMed          Journal:  JAMA Ophthalmol        ISSN： 2168-6165            Impact factor:   8.253


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  8 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.  Association Between Change in Visual Acuity and Change in Central Subfield Thickness During Treatment of Diabetic Macular Edema in Participants Randomized to Aflibercept, Bevacizumab, or Ranibizumab: A Post Hoc Analysis of the Protocol T Randomized Clinical Trial.

Authors:  Neil M Bressler; Isoken Odia; Maureen Maguire; Adam R Glassman; Lee M Jampol; Mathew W MacCumber; Chirag Shah; Daniel Rosberger; Jennifer K Sun
Journal:  JAMA Ophthalmol       Date:  2019-09-01       Impact factor: 7.389

4.  Improved Automated Detection of Diabetic Retinopathy on a Publicly Available Dataset Through Integration of Deep Learning.

Authors:  Michael David Abràmoff; Yiyue Lou; Ali Erginay; Warren Clarida; Ryan Amelon; James C Folk; Meindert Niemeijer
Journal:  Invest Ophthalmol Vis Sci       Date:  2016-10-01       Impact factor: 4.799

5.  Comparison of Central Macular Fluid Volume With Central Subfield Thickness in Patients With Diabetic Macular Edema Using Optical Coherence Tomography Angiography.

Authors:  Qi Sheng You; Kotaro Tsuboi; Yukun Guo; Jie Wang; Christina J Flaxel; Steven T Bailey; David Huang; Yali Jia; Thomas S Hwang
Journal:  JAMA Ophthalmol       Date:  2021-07-01       Impact factor: 7.389

Review 6.  Methodological Challenges of Deep Learning in Optical Coherence Tomography for Retinal Diseases: A Review.

Authors:  Ryan T Yanagihara; Cecilia S Lee; Daniel Shu Wei Ting; Aaron Y Lee
Journal:  Transl Vis Sci Technol       Date:  2020-02-18       Impact factor: 3.048

Review 7.  Artificial intelligence and deep learning in ophthalmology.

Authors:  Daniel Shu Wei Ting; Louis R Pasquale; Lily Peng; John Peter Campbell; Aaron Y Lee; Rajiv Raman; Gavin Siew Wei Tan; Leopold Schmetterer; Pearse A Keane; Tien Yin Wong
Journal:  Br J Ophthalmol       Date:  2018-10-25       Impact factor: 4.638

8.  Automated Segmentation of Retinal Fluid Volumes From Structural and Angiographic Optical Coherence Tomography Using Deep Learning.

Authors:  Yukun Guo; Tristan T Hormel; Honglian Xiong; Jie Wang; Thomas S Hwang; Yali Jia
Journal:  Transl Vis Sci Technol       Date:  2020-10-08       Impact factor: 3.283
  8 in total
  1 in total

1.  Association Between Visual Acuity and Residual Retinal Fluid Following Intravitreal Anti-Vascular Endothelial Growth Factor Treatment for Neovascular Age-Related Macular Degeneration: A Systematic Review and Meta-analysis.

Authors:  Nikhil S Patil; Andrew Mihalache; Arjan S Dhoot; Marko M Popovic; Rajeev H Muni; Peter J Kertes
Journal:  JAMA Ophthalmol       Date:  2022-06-01       Impact factor: 8.253
  1 in total

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