Suria S. Mannil

Detection of glaucomatous optic neuropathy with spectral-domain optical coherence tomography: a retrospective training and validation deep-learning analysis

An Ran Ran, Carol Y. Cheung, Xi Wang et al. · The Lancet Digital Health · 2019 · 139 citations · Full text

Computing, Computer Science, Ophthalmology +16

Towards multi-center glaucoma OCT image screening with semi-supervised joint structure and function multi-task learning

Xi Wang, Hao Chen, An Ran Ran et al. · Medical Image Analysis · 2020 · 83 citations

Health Professions, Computer Science, Ophthalmology +13

A 3D Deep Learning System for Detecting Referable Glaucoma Using Full OCT Macular Cube Scans

Daniel B. Russakoff, Suria S. Mannil, Jonathan D. Oakley et al. · Translational Vision Science & Technology · 2020 · 55 citations · Full text

Health Professions, Computer Science, Ophthalmology +17

A Multitask Deep-Learning System to Classify Diabetic Macular Edema for Different Optical Coherence Tomography Devices: A Multicenter Analysis

Fangyao Tang, Xi Wang, An Ran Ran et al. · Diabetes Care · 2021 · 50 citations · Full text

Health Professions, Biomedical Engineering, Ophthalmology +17

Deep Learning for Glaucoma Detection and Identification of Novel Diagnostic Areas in Diverse Real-World Datasets

Erfan Noury, Suria S. Mannil, Robert T. Chang et al. · Translational Vision Science & Technology · 2022 · 39 citations · Full text

Health Professions, Computer Science, Ophthalmology +14