Artificial Intelligence in Healthcare | Ophthalmology Metadata-enhanced contrastive learning from retinal optical coherence tomography images. August 18, 2024
Ophthalmology Deep Learning-Based Clustering of OCT Images for Biomarker Discovery in Age-Related Macular Degeneration (PINNACLE Study Report 4). August 14, 2024
Endocrinology | Ophthalmology | Primary Care Integrated image-based deep learning and language models for primary diabetes care. July 19, 2024
Ophthalmology 3DTINC: Time-Equivariant Non-Contrastive Learning for Predicting Disease Progression from Longitudinal OCTs. April 24, 2024
Ophthalmology Morph-SSL: Self-Supervision with Longitudinal Morphing for Forecasting AMD Progression from OCT Volumes. April 18, 2024
Ophthalmology Retinal vasculature of different diameters and plexuses exhibit distinct vulnerability in varying severity of diabetic retinopathy. March 22, 2024
Cardiology | Neurology | Ophthalmology Synthetic optical coherence tomography angiographs for detailed retinal vessel segmentation without human annotations. January 15, 2024
Ophthalmology Automated deep learning-based AMD detection and staging in real-world OCT datasets (PINNACLE study report 5). November 9, 2023
Ophthalmology Assessment of Parafoveal Diabetic Macular Ischemia on Optical Coherence Tomography Angiography Images to Predict Diabetic Retinal Disease Progression and Visual Acuity Deterioration. May 25, 2023
Ophthalmology Using deep learning to detect diabetic retinopathy on handheld non-mydriatic retinal images acquired by field workers in community settings. January 25, 2023
Ophthalmology Developing and validating a multivariable prediction model which predicts progression of intermediate to late age-related macular degeneration-the PINNACLE trial protocol. September 20, 2022