Literature DB >> 31855896

A(eye): A Review of Current Applications of Artificial Intelligence and Machine Learning in Ophthalmology.

Grayson W Armstrong, Alice C Lorch.   

Abstract

Mesh：

Year:  2020        PMID： 31855896     DOI： 10.1097/IIO.0000000000000298

Source DB:  PubMed          Journal:  Int Ophthalmol Clin        ISSN： 0020-8167


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  7 in total

1.  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

2.  Design of Intelligent Diagnosis and Treatment System for Ophthalmic Diseases Based on Deep Neural Network Model.

Authors:  Huihui Zhou
Journal:  Contrast Media Mol Imaging       Date:  2022-07-05       Impact factor: 3.009

3.  Evaluation of the Nallasamy formula: a stacking ensemble machine learning method for refraction prediction in cataract surgery.

Authors:  Tingyang Li; Joshua Stein; Nambi Nallasamy
Journal:  Br J Ophthalmol       Date:  2022-04-04       Impact factor: 5.908

4.  Automatic classification of heterogeneous slit-illumination images using an ensemble of cost-sensitive convolutional neural networks.

Authors:  Jiewei Jiang; Liming Wang; Haoran Fu; Erping Long; Yibin Sun; Ruiyang Li; Zhongwen Li; Mingmin Zhu; Zhenzhen Liu; Jingjing Chen; Zhuoling Lin; Xiaohang Wu; Dongni Wang; Xiyang Liu; Haotian Lin
Journal:  Ann Transl Med       Date:  2021-04

5.  Artificial intelligence, machine learning, and deep learning for clinical outcome prediction.

Authors:  Rowland W Pettit; Robert Fullem; Chao Cheng; Christopher I Amos
Journal:  Emerg Top Life Sci       Date:  2021-12-20

6.  Screening of Common Retinal Diseases Using Six-Category Models Based on EfficientNet.

Authors:  Shaojun Zhu; Bing Lu; Chenghu Wang; Maonian Wu; Bo Zheng; Qin Jiang; Ruili Wei; Qixin Cao; Weihua Yang
Journal:  Front Med (Lausanne)       Date:  2022-02-23

Review 7.  The Application of Artificial Intelligence in the Analysis of Biomarkers for Diagnosis and Management of Uveitis and Uveal Melanoma: A Systematic Review.

Authors:  Arshpreet Bassi; Saffire H Krance; Aidan Pucchio; Daiana R Pur; Rafael N Miranda; Tina Felfeli
Journal:  Clin Ophthalmol       Date:  2022-08-30
  7 in total

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