Ophthalmology Simultaneous segmentation and classification of the retinal arteries and veins from color fundus images. August 20, 2021
Ophthalmology Deep Learning for Retinal Image Quality Assessment of Optic Nerve Head Disorders. August 12, 2021
Medical Imaging | Ophthalmology Accurate Retinal Vessel Segmentation in Color Fundus images via Fully Attention-based Networks. October 1, 2020
Ophthalmology Iterative augmentation of visual evidence for weakly-supervised lesion localization in deep interpretability frameworks: application to color fundus images. August 3, 2020
Ophthalmology A Novel Deep Learning Pipeline for Retinal Vessel Detection In Fluorescein Angiography. May 12, 2020
Ophthalmology A Deep Learning Model for Segmentation of Geographic Atrophy to Study Its Long-Term Natural History. March 21, 2020
Ophthalmology Deep Learning and Glaucoma Specialists: The Relative Importance of Optic Disc Features to Predict Glaucoma Referral in Fundus Photographs. September 28, 2019
Ophthalmology A New and Improved Method for Automated Screening of Age-Related Macular Degeneration Using Ensemble Deep Neural Networks. March 6, 2019
Ophthalmology Automated Grading of Age-Related Macular Degeneration From Color Fundus Images Using Deep Convolutional Neural Networks. January 28, 2019
Ophthalmology Use of Deep Learning for Detailed Severity Characterization and Estimation of 5-Year Risk Among Patients With Age-Related Macular Degeneration. December 13, 2018
Ophthalmology Fusion of Deep Convolutional Neural Networks for Microaneurysm Detection in Color Fundus Images. November 16, 2018