Kátia D. Pacheco

Automated Grading of Age-Related Macular Degeneration From Color Fundus Images Using Deep Convolutional Neural Networks

Philippe Burlina, Neil Joshi, Michael Pekala et al. · JAMA Ophthalmology · 2017 · 664 citations · Full text

Comparing humans and deep learning performance for grading AMD: A study in using universal deep features and transfer learning for automated AMD analysis

Philippe Burlina, Kátia D. Pacheco, Neil Joshi et al. · Computers in Biology and Medicine · 2017 · 221 citations

Convolutional Neural Network, Image Analysis, Machine Learning +9

Use of Deep Learning for Detailed Severity Characterization and Estimation of 5-Year Risk Among Patients With Age-Related Macular Degeneration

Philippe Burlina, Neil Joshi, Kátia D. Pacheco et al. · JAMA Ophthalmology · 2018 · 166 citations · Full text

Assessment of Deep Generative Models for High-Resolution Synthetic Retinal Image Generation of Age-Related Macular Degeneration

Philippe Burlina, Neil Joshi, Kátia D. Pacheco et al. · JAMA Ophthalmology · 2019 · 164 citations

Addressing Artificial Intelligence Bias in Retinal Diagnostics

Philippe Burlina, Neil Joshi, William Paul et al. · Translational Vision Science & Technology · 2021 · 122 citations · Full text