Timothy T. Yu

Ensemble Deep Learning for Diabetic Retinopathy Detection Using Optical Coherence Tomography Angiography

Morgan Heisler, Sonja Karst, Julian Lo et al. · Translational Vision Science & Technology · 2020 · 122 citations · Full text

Federated Learning for Microvasculature Segmentation and Diabetic Retinopathy Classification of OCT Data

Julian Lo, Timothy T. Yu, Da Ma et al. · Ophthalmology Science · 2021 · 87 citations · Full text

Clinical explainable differential diagnosis of polypoidal choroidal vasculopathy and age-related macular degeneration using deep learning

Da Ma, Meenakshi Kumar, Vikas Khetan et al. · Computers in Biology and Medicine · 2022 · 25 citations

Ocular Disease, Retina, Ophthalmology +7

Augmenting Operations Research with Auto-Formulation of Optimization Models From Problem Descriptions

Rindra Ramamonjison, Haley Li, Timothy T. Yu et al. · 2022 · 16 citations · Full text

Artificial Intelligence, Mathematical Programming, Engineering +23

Segmentation-guided domain adaptation and data harmonization of multi-device retinal optical coherence tomography using cycle-consistent generative adversarial networks

Shuo Chen, Da Ma, Sieun Lee et al. · Computers in Biology and Medicine · 2023 · 13 citations

Engineering, Generative Adversarial Network, Ophthalmology +10