Samuel I Berchuck
Samuel I Berchuck
Forge Fellow, Department of Statistical Science, Duke University
Verified email at
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Human versus machine: comparing a deep learning algorithm to human gradings for detecting glaucoma on fundus photographs
AA Jammal, AC Thompson, EB Mariottoni, SI Berchuck, CN Urata, ...
American journal of ophthalmology 211, 123-131, 2020
Corneal biomechanics and visual field progression in eyes with seemingly well-controlled intraocular pressure
BN Susanna, NG Ogata, AA Jammal, CN Susanna, SI Berchuck, ...
Ophthalmology 126 (12), 1640-1646, 2019
Assessment of a segmentation-free deep learning algorithm for diagnosing glaucoma from optical coherence tomography scans
AC Thompson, AA Jammal, SI Berchuck, EB Mariottoni, FA Medeiros
JAMA ophthalmology 138 (4), 333-339, 2020
Artificial intelligence mapping of structure to function in glaucoma
EB Mariottoni, S Datta, D Dov, AA Jammal, SI Berchuck, IM Tavares, ...
Translational vision science & technology 9 (2), 19-19, 2020
Quantification of retinal nerve fibre layer thickness on optical coherence tomography with a deep learning segmentation-free approach
EB Mariottoni, AA Jammal, CN Urata, SI Berchuck, AC Thompson, ...
Scientific reports 10 (1), 1-9, 2020
Rates of glaucomatous structural and functional change from a large clinical population: the Duke Glaucoma Registry Study
AA Jammal, AC Thompson, EB Mariottoni, CN Urata, T Estrela, ...
American Journal of Ophthalmology 222, 238-247, 2021
Estimating rates of progression and predicting future visual fields in Glaucoma using a deep Variational autoencoder
SI Berchuck, S Mukherjee, FA Medeiros
Scientific reports 9 (1), 1-12, 2019
Comparison of short-and long-term variability in standard perimetry and spectral domain optical coherence tomography in glaucoma
CN Urata, EB Mariottoni, AA Jammal, NG Ogata, AC Thompson, ...
American journal of ophthalmology 210, 19-25, 2020
Severe acute respiratory syndrome coronavirus 2 escape mutants and protective immunity from natural infections or immunizations
A Di Caro, F Cunha, N Petrosillo, NJ Beeching, O Ergonul, E Petersen, ...
Clinical Microbiology and Infection, 2021
Impact of intraocular pressure control on rates of retinal nerve fiber layer loss in a large clinical population
AA Jammal, AC Thompson, EB Mariottoni, T Estrela, LS Shigueoka, ...
Ophthalmology 128 (1), 48-57, 2021
Diagnosing glaucoma progression with visual field data using a spatiotemporal boundary detection method
SI Berchuck, JC Mwanza, JL Warren
Journal of the American Statistical Association 114 (527), 1063-1074, 2019
Spatially modelling the association between access to recreational facilities and exercise: the ‘Multi-ethnic study of atherosclerosis’
SI Berchuck, JL Warren, AH Herring, KR Evenson, KAB Moore, ...
Journal of the Royal Statistical Society. Series A,(Statistics in Society …, 2016
Comparative effectiveness of oral anticoagulants in everyday practice
AJ Camm, KAA Fox, S Virdone, JP Bassand, DA Fitzmaurice, SI Berchuck, ...
Heart 107 (12), 962-970, 2021
The effect of age on increasing susceptibility to retinal nerve fiber layer loss in glaucoma
AA Jammal, SI Berchuck, AC Thompson, VP Costa, FA Medeiros
Investigative ophthalmology & visual science 61 (13), 8-8, 2020
Predicting neonatal respiratory morbidity by lamellar body count and gestational age
C Beamon, L Carlson, B Rambally, S Berchuck, M Gearhart, ...
Journal of perinatal medicine 44 (6), 677-683, 2016
Impact of anxiety and depression on progression to glaucoma among glaucoma suspects
S Berchuck, A Jammal, S Mukherjee, T Somers, FA Medeiros
British Journal of Ophthalmology, 2020
Improved detection of visual field progression using a spatiotemporal boundary detection method
SI Berchuck, JC Mwanza, AP Tanna, DL Budenz, JL Warren
Scientific reports 9 (1), 1-9, 2019
Comparing the Rule of 5 to Trend-based Analysis for Detecting Glaucoma Progression on OCT
AC Thompson, AA Jammal, SI Berchuck, EB Mariottoni, Z Wu, FB Daga, ...
Ophthalmology Glaucoma 3 (6), 414-420, 2020
A spatially varying change points model for monitoring glaucoma progression using visual field data
SI Berchuck, JC Mwanza, JL Warren
Spatial statistics 30, 1-26, 2019
Longitudinal visual field variability and the ability to detect glaucoma progression in black and white individuals
B Stagg, EB Mariottoni, S Berchuck, A Jammal, AR Elam, R Hess, ...
British Journal of Ophthalmology, 2021
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