Neil Joshi

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 · 684 citations · Full text

Computing, Computer Science, Ophthalmology +17

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 · 225 citations

Computing, Computer Engineering, Computer Science +16

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 · 170 citations

Computing, Computer Science, Ophthalmology +17

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 · 168 citations · Full text

Medicine, Computer Science, Ophthalmology +17

Automated diagnosis of myositis from muscle ultrasound: Exploring the use of machine learning and deep learning methods

Philippe Burlina, Seth Billings, Neil Joshi et al. · PLoS ONE · 2017 · 140 citations · Full text

Medicine, Computer Science, Radiology +17