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Predicting conversion to wet age-related macular degeneration using deep learning.
Yim J, Chopra R, Spitz T, Winkens J, Obika A, Kelly C, Askham H, Lukic M, Huemer J, Fasler K, Moraes G, Meyer C, Wilson M, Dixon J, Hughes C, Rees G, Khaw PT, Karthikesalingam A, King D, Hassabis D, Suleyman M, Back T, Ledsam JR, Keane PA, De Fauw J. Yim J, et al. Among authors: moraes g. Nat Med. 2020 Jun;26(6):892-899. doi: 10.1038/s41591-020-0867-7. Epub 2020 May 18. Nat Med. 2020. PMID: 32424211
Insights From Survival Analyses During 12 Years of Anti-Vascular Endothelial Growth Factor Therapy for Neovascular Age-Related Macular Degeneration.
Fu DJ, Keenan TD, Faes L, Lim E, Wagner SK, Moraes G, Huemer J, Kern C, Patel PJ, Balaskas K, Sim DA, Bunce C, Stratton I, Keane PA. Fu DJ, et al. Among authors: moraes g. JAMA Ophthalmol. 2021 Jan 1;139(1):57-67. doi: 10.1001/jamaophthalmol.2020.5044. JAMA Ophthalmol. 2021. PMID: 33211064 Free PMC article.
A comparison of deep learning performance against health-care professionals in detecting diseases from medical imaging: a systematic review and meta-analysis.
Liu X, Faes L, Kale AU, Wagner SK, Fu DJ, Bruynseels A, Mahendiran T, Moraes G, Shamdas M, Kern C, Ledsam JR, Schmid MK, Balaskas K, Topol EJ, Bachmann LM, Keane PA, Denniston AK. Liu X, et al. Among authors: moraes g. Lancet Digit Health. 2019 Oct;1(6):e271-e297. doi: 10.1016/S2589-7500(19)30123-2. Epub 2019 Sep 25. Lancet Digit Health. 2019. PMID: 33323251 Free article.
Automated deep learning design for medical image classification by health-care professionals with no coding experience: a feasibility study.
Faes L, Wagner SK, Fu DJ, Liu X, Korot E, Ledsam JR, Back T, Chopra R, Pontikos N, Kern C, Moraes G, Schmid MK, Sim D, Balaskas K, Bachmann LM, Denniston AK, Keane PA. Faes L, et al. Among authors: moraes g. Lancet Digit Health. 2019 Sep;1(5):e232-e242. doi: 10.1016/S2589-7500(19)30108-6. Epub 2019 Sep 5. Lancet Digit Health. 2019. PMID: 33323271 Free article.
Evaluating an automated machine learning model that predicts visual acuity outcomes in patients with neovascular age-related macular degeneration.
Abbas A, O'Byrne C, Fu DJ, Moraes G, Balaskas K, Struyven R, Beqiri S, Wagner SK, Korot E, Keane PA. Abbas A, et al. Among authors: moraes g. Graefes Arch Clin Exp Ophthalmol. 2022 Aug;260(8):2461-2473. doi: 10.1007/s00417-021-05544-y. Epub 2022 Feb 5. Graefes Arch Clin Exp Ophthalmol. 2022. PMID: 35122132 Free PMC article.
369 results