Samuel I. Berchuck

Assessment of a Segmentation-Free Deep Learning Algorithm for Diagnosing Glaucoma From Optical Coherence Tomography Scans

Atalie C. Thompson, Alessandro A. Jammal, Samuel I. Berchuck et al. · JAMA Ophthalmology · 2020 · 134 citations · Full text

Human Versus Machine: Comparing a Deep Learning Algorithm to Human Gradings for Detecting Glaucoma on Fundus Photographs

Alessandro A. Jammal, Atalie C. Thompson, Eduardo B. Mariottoni et al. · American Journal of Ophthalmology · 2019 · 106 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +17

Predictive Accuracy of Stroke Risk Prediction Models Across Black and White Race, Sex, and Age Groups

Chuan Hong, Michael Pencina, Daniel Wojdyla et al. · JAMA · 2023 · 78 citations · Full text

Rates of Glaucomatous Structural and Functional Change From a Large Clinical Population: The Duke Glaucoma Registry Study

Alessandro A. Jammal, Atalie C. Thompson, Eduardo B. Mariottoni et al. · American Journal of Ophthalmology · 2020 · 77 citations · Full text

Functional Change, Ocular Disease, Ophthalmology +6

Estimating Rates of Progression and Predicting Future Visual Fields in Glaucoma Using a Deep Variational Autoencoder

Samuel I. Berchuck, Sayan Mukherjee, Felipe A. Medeiros · Scientific Reports · 2019 · 72 citations · Full text