Philippe Burlina
0000-0002-6353-0880
Publication & Citation Trends
Publications
164 total
Assessment of Deep Generative Models for High-Resolution Synthetic Retinal Image Generation of Age-Related Macular Degeneration
Cited by 166
OpenAlex
Use of Deep Learning for Detailed Severity Characterization and Estimation of 5-Year Risk Among Patients With Age-Related Macular Degeneration PDF
Cited by 166
OpenAlex
Automated Grading of Age-Related Macular Degeneration From Color Fundus Images Using Deep Convolutional Neural Networks PDF
Cited by 672
OpenAlex
Comparing humans and deep learning performance for grading AMD: A study in using universal deep features and transfer learning for automated AMD analysis
Cited by 225
OpenAlex
Automated diagnosis of myositis from muscle ultrasound: Exploring the use of machine learning and deep learning methods PDF
Cited by 139
OpenAlex
Research Topics
Retinal Imaging and Analysis
(24)
Adversarial Robustness in Machine Learning
(20)
Retinal Diseases and Treatments
(16)
Remote-Sensing Image Classification
(15)
Anomaly Detection Techniques and Applications
(15)
Affiliations
University System of Maryland
Johns Hopkins University
Duke University
Johns Hopkins Medicine
Johns Hopkins University Applied Physics Laboratory