Use of Deep Learning for Detailed Severity Characterization and Estimation of 5-Year Risk Among Patients With Age-Related Macular Degeneration

Macular DiseasesFurther Publications

Predicting progression to advanced age-related macular degeneration from clinical, genetic and lifestyle factors using machine learning

Ophthalmology.

Ajana S, Cougnard-Grégoire A, Colijn JM, Merle BM, Verzijden T, de Jong PT, Hofman A, Vingerling JR, Hejblum BP, Korobelnik JF, Meester-Smoor MA, Ueffing M, Jacqmin-Gadda H, Klaver CC, Delcourt C, EYE-RISK Consortium

doi: 10.1016/j.ophtha.

Macular Diseases

A Deep Learning Algorithm for Prediction of Age-Related Eye Disease Study Severity Scale for Age-Related Macular Degeneration from Color Fundus Photography

Ophthalmology.

Grassmann F, Mengelkamp J, Brandl C, Harsch S, Zimmermann ME, Linkohr B, Peters A, Heid IM, Palm C, Weber BHF

doi: 10.1016/j.ophtha.2018.02.037.

Macular Diseases

Generational Differences in the 5-Year Incidence of Age-Related Macular Degeneration

JAMAOphthalmol.

Cruickshanks KJ, Nondahl DM, Johnson LJ, Dalton DS, Fisher ME, Huang GH, Klein BE, Klein R, Schubert CR

Macular Diseases

Association Between Cilioretinal Arteries and Advanced Age-Related Macular Degeneration: Secondary Analysis of the Comparison of Age-Related Macular Degeneration Treatment Trials (CATT)

JAMA Ophthalmol.

Bavinger JC, Ying GS, Daniel E, Grunwald JE, Maguire MG, Comparison of Age-Related Macular Degeneration Treatments Trials Research Group.

doi: 10.1001/jamaophthalmol.

Macular Diseases

Association of Anticholinergic Drug Use With Risk for Late Age-Related Macular Degeneration

JAMA Ophthalmol.

Aldebert G, Faillie JL, Hillaire-Buys D, Mura T, Carrière I, Delcourt C, Creuzot-Garcher C, Villain M, Daien V

doi: 10.1001/jamaophthalmol.

Macular Diseases

Association of Visit Adherence and Visual Acuity in Patients With Neovascular Age-Related Macular Degeneration: Secondary Analysis of the Comparison of Age-Related Macular Degeneration Treatment Trial

JAMA Ophthalmol.

Ramakrishnan MS, Yu Y, VanderBeek BL

doi: 10.1001/jamaophthalmol.2019.4577.

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/

Macular Diseases

Real-World Vision in Age-Related Macular Degeneration Patients Treated with Single Anti-VEGF Drug Type for 1 Year in the IRIS Registry

Ophthalmology.

Rao P, Lum F, Wood K, Salman C, Burugapalli B, Hall R, Singh S, Parke DW 2nd2, Williams GA

doi: 10.1016/j.ophtha.2017.10.010.

Macular Diseases

The Association of Aspirin Use with Age-Related Macular Degeneration Progression in the Age-Related Eye Disease Studies: Age-Related Eye Disease Study 2 Report No. 20

Ophthalmology.

Keenan TD, Wiley HE, Agrón E, Aronow ME, Christen WG, Clemons TE, Chew EY, Age-Related Eye Disease Study and Age-Related Eye Disease Study 2 Research Groups.

doi: 10.1016/j.ophtha.2019.06.023.

Related content

Predicting progression to advanced age-related macular degeneration from clinical, genetic and lifestyle factors using machine learning

A Deep Learning Algorithm for Prediction of Age-Related Eye Disease Study Severity Scale for Age-Related Macular Degeneration from Color Fundus Photography

Generational Differences in the 5-Year Incidence of Age-Related Macular Degeneration

Association Between Cilioretinal Arteries and Advanced Age-Related Macular Degeneration: Secondary Analysis of the Comparison of Age-Related Macular Degeneration Treatment Trials (CATT)

Association of Anticholinergic Drug Use With Risk for Late Age-Related Macular Degeneration

Association of Visit Adherence and Visual Acuity in Patients With Neovascular Age-Related Macular Degeneration: Secondary Analysis of the Comparison of Age-Related Macular Degeneration Treatment Trial

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

Real-World Vision in Age-Related Macular Degeneration Patients Treated with Single Anti-VEGF Drug Type for 1 Year in the IRIS Registry

The Association of Aspirin Use with Age-Related Macular Degeneration Progression in the Age-Related Eye Disease Studies: Age-Related Eye Disease Study 2 Report No. 20