Literature DB >> 29157423

Machine Learning Has Arrived!

Aaron Lee1, Paul Taylor2, Jayashree Kalpathy-Cramer3, Adnan Tufail4.   

Abstract

Mesh：

Year:  2017        PMID： 29157423     DOI： 10.1016/j.ophtha.2017.08.046

Source DB:  PubMed          Journal:  Ophthalmology        ISSN： 0161-6420            Impact factor:   12.079


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  28 in total

1.  Artificial Intelligence Screening for Diabetic Retinopathy: the Real-World Emerging Application.

Authors:  Valentina Bellemo; Gilbert Lim; Tyler Hyungtaek Rim; Gavin S W Tan; Carol Y Cheung; SriniVas Sadda; Ming-Guang He; Adnan Tufail; Mong Li Lee; Wynne Hsu; Daniel Shu Wei Ting
Journal:  Curr Diab Rep       Date:  2019-07-31       Impact factor: 4.810

2.  Automated identification of cone photoreceptors in adaptive optics optical coherence tomography images using transfer learning.

Authors:  Morgan Heisler; Myeong Jin Ju; Mahadev Bhalla; Nathan Schuck; Arman Athwal; Eduardo V Navajas; Mirza Faisal Beg; Marinko V Sarunic
Journal:  Biomed Opt Express       Date:  2018-10-10       Impact factor: 3.732

3.  An Ophthalmologist's Guide to Deciphering Studies in Artificial Intelligence.

Authors:  Daniel S W Ting; Aaron Y Lee; Tien Y Wong
Journal:  Ophthalmology       Date:  2019-09-21       Impact factor: 12.079

4.  Looking for low vision: Predicting visual prognosis by fusing structured and free-text data from electronic health records.

Authors:  Haiwen Gui; Benjamin Tseng; Wendeng Hu; Sophia Y Wang
Journal:  Int J Med Inform       Date:  2021-12-30       Impact factor: 4.046

5.  Novel Machine-Learning Based Framework Using Electroretinography Data for the Detection of Early-Stage Glaucoma.

Authors:  Mohan Kumar Gajendran; Landon J Rohowetz; Peter Koulen; Amirfarhang Mehdizadeh
Journal:  Front Neurosci       Date:  2022-05-04       Impact factor: 5.152

Review 6.  Imaging of iris vasculature: current limitations and future perspective.

Authors:  Claudio Iovino; Enrico Peiretti; Mirco Braghiroli; Filippo Tatti; Abhilasha Aloney; Michele Lanza; Jay Chhablani
Journal:  Eye (Lond)       Date:  2021-10-14       Impact factor: 4.456

Review 7.  Myopia prediction: a systematic review.

Authors:  Xiaotong Han; Chi Liu; Yanxian Chen; Mingguang He
Journal:  Eye (Lond)       Date:  2021-10-13       Impact factor: 4.456

Review 8.  Application of artificial intelligence in ophthalmology.

Authors:  Xue-Li Du; Wen-Bo Li; Bo-Jie Hu
Journal:  Int J Ophthalmol       Date:  2018-09-18       Impact factor: 1.779

9.  Monitoring Disease Progression With a Quantitative Severity Scale for Retinopathy of Prematurity Using Deep Learning.

Authors:  Stanford Taylor; James M Brown; Kishan Gupta; J Peter Campbell; Susan Ostmo; R V Paul Chan; Jennifer Dy; Deniz Erdogmus; Stratis Ioannidis; Sang J Kim; Jayashree Kalpathy-Cramer; Michael F Chiang
Journal:  JAMA Ophthalmol       Date:  2019-07-03       Impact factor: 7.389

Review 10.  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
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