Naama Hammel
Naama Hammel
Google Health
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Using a deep learning algorithm and integrated gradients explanation to assist grading for diabetic retinopathy
R Sayres, A Taly, E Rahimy, K Blumer, D Coz, N Hammel, J Krause, ...
Ophthalmology 126 (4), 552-564, 2019
Rates of retinal nerve fiber layer thinning in glaucoma suspect eyes
A Miki, FA Medeiros, RN Weinreb, S Jain, F He, L Sharpsten, ...
Ophthalmology 121 (7), 1350-1358, 2014
Detection of anaemia from retinal fundus images via deep learning
A Mitani, A Huang, S Venugopalan, GS Corrado, L Peng, DR Webster, ...
Nature Biomedical Engineering 4 (1), 18-27, 2020
Deep learning and glaucoma specialists: the relative importance of optic disc features to predict glaucoma referral in fundus photographs
S Phene, RC Dunn, N Hammel, Y Liu, J Krause, N Kitade, ...
Ophthalmology 126 (12), 1627-1639, 2019
Predicting the risk of developing diabetic retinopathy using deep learning
A Bora, S Balasubramanian, B Babenko, S Virmani, S Venugopalan, ...
The Lancet Digital Health 3 (1), e10-e19, 2021
Comparing the rates of retinal nerve fiber layer and ganglion cell–inner plexiform layer loss in healthy eyes and in glaucoma eyes
N Hammel, A Belghith, RN Weinreb, FA Medeiros, N Mendoza, ...
American journal of ophthalmology 178, 38-50, 2017
Does the location of Bruch's membrane opening change over time? Longitudinal analysis using San Diego Automated Layer Segmentation Algorithm (SALSA)
A Belghith, C Bowd, FA Medeiros, N Hammel, Z Yang, RN Weinreb, ...
Investigative ophthalmology & visual science 57 (2), 675-682, 2016
Detection of signs of disease in external photographs of the eyes via deep learning
B Babenko, A Mitani, I Traynis, N Kitade, P Singh, AY Maa, J Cuadros, ...
Nature biomedical engineering 6 (12), 1370-1383, 2022
The African Descent and Glaucoma Evaluation Study (ADAGES): predictors of visual field damage in glaucoma suspects
N Khachatryan, FA Medeiros, L Sharpsten, C Bowd, PA Sample, ...
American journal of ophthalmology 159 (4), 777-787. e1, 2015
Diagnostic accuracy of the spectralis and cirrus reference databases in differentiating between healthy and early glaucoma eyes
AL Silverman, N Hammel, N Khachatryan, L Sharpsten, FA Medeiros, ...
Ophthalmology 123 (2), 408-414, 2016
Large-scale machine-learning-based phenotyping significantly improves genomic discovery for optic nerve head morphology
B Alipanahi, F Hormozdiari, B Behsaz, J Cosentino, ZR McCaw, ...
The American Journal of Human Genetics 108 (7), 1217-1230, 2021
Intravenous immunoglobulin in recurrent-relapsing inflammatory optic neuropathy
H Stiebel-Kalish, N Hammel, J Van Everdingen, R Huna-Baron, AG Lee
Canadian Journal of Ophthalmology 45 (1), 71-75, 2010
Quantitative trait locus analysis of SIX1-SIX6 with retinal nerve fiber layer thickness in individuals of European descent
JZ Kuo, LM Zangwill, FA Medeiros, JM Liebmann, CA Girkin, N Hammel, ...
American journal of ophthalmology 160 (1), 123-130. e1, 2015
Changes in anterior segment parameters after insertion of Ex-PRESS miniature glaucoma implant
N Hammel, M Lusky, I Kaiserman, A Robinson, I Bahar
Journal of Glaucoma 22 (7), 565-568, 2013
Lessons learned from translating AI from development to deployment in healthcare
K Widner, S Virmani, J Krause, J Nayar, R Tiwari, ER Pedersen, D Jeji, ...
Nature Medicine 29 (6), 1304-1306, 2023
Deep learning to detect OCT-derived diabetic macular edema from color retinal photographs: a multicenter validation study
X Liu, TK Ali, P Singh, A Shah, SM McKinney, P Ruamviboonsuk, ...
Ophthalmology Retina 6 (5), 398-410, 2022
A longitudinal analysis of peripapillary choroidal thinning in healthy and glaucoma subjects
RS Mundae, LM Zangwill, SW Kabbara, N Hammel, C Bowd, FA Medeiros, ...
American journal of ophthalmology 186, 89-95, 2018
Rate and pattern of rim area loss in healthy and progressing glaucoma eyes
N Hammel, A Belghith, C Bowd, FA Medeiros, L Sharpsten, N Mendoza, ...
Ophthalmology 123 (4), 760-770, 2016
Macular ganglion cell inner plexiform layer thickness in glaucomatous eyes with localized retinal nerve fiber layer defects
C Zhang, AJ Tatham, RY Abe, N Hammel, A Belghith, RN Weinreb, ...
PLoS One 11 (8), e0160549, 2016
Association of severity of primary open-angle glaucoma with serum vitamin D levels in patients of African descent
R Ayyagari, C Yii-der I, LM Zangwill, M Holman, K Dirkes, Y Hai, ...
Molecular Vision 25, 438, 2019
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