Ophthalmology Hybrid deep learning and optimal graph search method for optical coherence tomography layer segmentation in diseases affecting the optic nerve. June 13, 2024
Ophthalmology Simultaneous alignment and surface regression using hybrid 2D-3D networks for 3D coherent layer segmentation of retinal OCT images with full and sparse annotations. November 9, 2023
Medical Imaging | Neurology | Ophthalmology Automatic Segmentation of Retinal Layers in Multiple Neurodegenerative Disorder Scenarios. September 8, 2023
Ophthalmology Automated inter-device 3D OCT image registration using deep learning and retinal layer segmentation. July 27, 2023
Ophthalmology Exploiting multi-granularity visual features for retinal layer segmentation in human eyes. June 16, 2023
Neurology | Ophthalmology Longitudinal deep network for consistent OCT layer segmentation. May 19, 2023
Ophthalmology Robust multi-view approaches for retinal layer segmentation in glaucoma patients via transfer learning. May 14, 2023
Ophthalmology CTS-Net: A Segmentation Network for Glaucoma Optical Coherence Tomography Retinal Layer Images. February 25, 2023
Ophthalmology Boundary-enhanced semi-supervised retinal layer segmentation in optical coherence tomography images using fewer labels. February 22, 2023
Machine Learning | Medical Imaging | Ophthalmology Deep ensemble learning for automated non-advanced AMD classification using optimized retinal layer segmentation and SD-OCT scans. January 26, 2023
Ophthalmology A comparison of deep learning U-Net architectures for posterior segment OCT retinal layer segmentation. September 1, 2022
Ophthalmology A single-step regression method based on transformer for retinal layer segmentation. June 16, 2022