Ophthalmology Automatic diagnosis of macular diseases from OCT volume based on its two-dimensional feature map and convolutional neural network with attention mechanism. September 17, 2020
Ophthalmology Automatic Segmentation and Visualization of Choroid in OCT with Knowledge Infused Deep Learning. September 15, 2020
Cardiology | Radiology Automated classification of coronary plaque calcification in OCT pullbacks with 3D deep neural networks. September 11, 2020
Dermatology | Oncology | Pathology Detecting Mouse Squamous Cell Carcinoma from Submicron FF-OCT Images by Deep Learning. September 5, 2020
Ophthalmology End-to-end deep learning model for predicting treatment requirements in neovascular AMD from longitudinal retinal OCT imaging. August 5, 2020
Gastroenterology | Radiology Adversarial convolutional network for esophageal tissue segmentation on OCT images. July 8, 2020
Ophthalmology Speckle reduction of OCT via super resolution reconstruction and its application on retinal layer segmentation. June 28, 2020
Ophthalmology Post-treatment prediction of optical coherence tomography using a conditional generative adversarial network in age-related macular degeneration. June 22, 2020
Ophthalmology Towards multi-center glaucoma OCT image screening with semi-supervised joint structure and function multi-task learning. May 22, 2020
Ophthalmology Multimodal Retinal Image Analysis via Deep Learning for the Diagnosis of Intermediate Dry Age-Related Macular Degeneration: A Feasibility Study. May 15, 2020
Ophthalmology Predicting the glaucomatous central 10 degrees visual field from optical coherence tomography using deep learning and tensor regression. May 10, 2020