Automated detection of early-stage ROP using a deep convolutional neural network

Macular Diseases

Automated Grading of Age-Related Macular Degeneration From Color Fundus Images Using Deep Convolutional Neural Networks

JAMA Ophthalmol.

Burlina PM, Joshi N, Pekala M, Pacheco KD, Freund DE, Bressler NM

doi: 10.1001/

Blindness and Vision Impairment

Automated Diagnosis of Plus Disease in Retinopathy of Prematurity Using Deep Convolutional Neural Networks

JAMA Ophthalmol.

Brown JM, Campbell JP, Beers A, hang K, Ostmo S, Chan RVP, Dy J, Erdogmus D, Ioannidis S, Kalpathy-Cramer J, Chiang MF, for the Imaging and Informatics in Retinopathy of Prematurity (i-ROP) Research Consortium

COMMENTED

Glaucoma and Ocular Pressure

Deep learning for automated glaucomatous optic neuropathy detection from ultra-widefield fundus images

★ 1 Recommended by Prof. Dr emer. Josef Flammer, Faculty Member

★ 3 Recommended by Prof. Dr Ke Yao, Faculty Member

★ 1 Recommended and commented by Dr habil. Gábor Márk Somfai, PhD, Faculty Member

Br J Ophthalmol

Li Z, Guo C, Lin D, Nie D, Zhu Y, Chen C, Zhao L, Wang J, Zhang X, Dongye M, Wang D, Xu F, Jin C, Zhang P, Han Y, Yan P, Han Y, Lin H

doi: 10.1136/bjophthalmol-2020-317327

Retinal Diseases

Multi-view convolutional neural networks for automated ocular structure and tumor segmentation in retinoblastoma

Sci Rep

Strijbis VIJ, de Bloeme CM, Jansen RW, Kebiri H, Nguyen HG, de Jong MC, Moll AC, Bach-Cuadra M, de Graaf P, Steenwijk MD

doi: 10.1038/s41598-021-93905-2

Macular Diseases

Detection of oedema on optical coherence tomography images using deep learning model trained on noisy clinical data

Acta Ophthalmol

Potapenko I, Kristensen M, Thiesson B, Ilginis T, Lykke Sørensen T, Nouri Hajari J, Fuchs J, Hamann S, la Cour M

doi: 10.1111/aos.14895

Glaucoma and Ocular Pressure

Accuracy of Using Generative Adversarial Networks for Glaucoma Detection During the COVID-19 Pandemic: A Systematic Review and Bibliometric Analysis

J Med Internet Res

Saeed AQ, Sheikh Abdullah SNH, Che-Hamzah J, Abdul Ghani AT

doi: 10.2196/27414

Macular DiseasesRetinal Diseases

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

JAMA.

Gulshan V, Peng L, Coram M, Stumpe MC, Wu D, Narayanaswamy A, Venugopalan S, Widner K, Madams T, Cuadros J, Kim R, Raman R, Nelson PC, Mega JL, Webster DR

doi: 10.1001/jama.2016.17216.

Macular DiseasesRetinal Diseases

Distinguishing retinal angiomatous proliferation from polypoidal choroidal vasculopathy with a deep neural network based on optical coherence tomography

Sci Rep

Hwang DD, Choi S, Ko J, Yoon J, Park JI, Hwang JS, Han JM, Lee HJ, Sohn J, Park KH, Han J

doi: 10.1038/s41598-021-88543-7

Cornea and Corneal DiseasesFurther Publications

Multi-Disease Deep-Learning Neural Network for the Diagnosis of Corneal Diseases

Am J Ophthalmol

Elsawy A, Eleiwa T, Chase C, Ozcan E, Tolba M, Feuer W, Abdel-Mottaleb M, Shousha MA

doi: 10.1016/j.ajo.2021.01.018

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