Ophthalmology Deep learning can generate traditional retinal fundus photographs using ultra-widefield images via generative adversarial networks. September 22, 2020
Radiology Unpaired Training of Deep Learning tMRA for Flexible Spatio-Temporal Resolution. September 11, 2020
Medical Imaging | Radiation Oncology Deep learning-based metal artifact reduction using cycle-consistent adversarial network for intensity-modulated head and neck radiation therapy treatment planning. September 10, 2020
Radiology Study of low-dose PET image recovery using supervised learning with CycleGAN. September 4, 2020
Infectious Diseases | Otorhinolaryngology | Telemedicine Toward automated severe pharyngitis detection with smartphone camera using deep learning networks. September 1, 2020
Oncology | Radiology Supervised learning with cyclegan for low-dose FDG PET image denoising. August 9, 2020
Radiation Oncology | Radiology Magnetic resonance image (MRI) synthesis from brain computed tomography (CT) images based on deep learning methods for magnetic resonance (MR)-guided radiotherapy. June 18, 2020
Neurology | Radiology A 3D Fully Convolutional Neural Network With Top-Down Attention-Guided Refinement for Accurate and Robust Automatic Segmentation of Amygdala and Its Subnuclei. June 8, 2020
Radiology Unsupervised Domain Adaptation via Disentangled Representations: Application to Cross-Modality Liver Segmentation. May 7, 2020
Ophthalmology CycleGAN-based deep learning technique for artifact reduction in fundus photography. May 3, 2020
Deep Learning | Medical Imaging | Radiation Oncology Pelvic Multi-organ Segmentation on CBCT for Prostate Adaptive Radiotherapy. April 23, 2020
Cardiology | Radiology Cardiac point-of-care to cart-based ultrasound translation using constrained CycleGAN. April 21, 2020