Surgery Reducing annotating load: Active learning with synthetic images in surgical instrument segmentation. June 29, 2024
Ophthalmology Assessing the Efficacy of Synthetic Optic Disc Images for Detecting Glaucomatous Optic Neuropathy Using Deep Learning. June 3, 2024
Neurology | Radiology Brain tumor segmentation using synthetic MR images – A comparison of GANs and diffusion models. February 29, 2024
Computer Vision | Industrial Deep Learning Combining Synthetic Images and Deep Active Learning: Data-Efficient Training of an Industrial Object Detection Model. January 22, 2024
Cardiology | Neurology | Ophthalmology Synthetic optical coherence tomography angiographs for detailed retinal vessel segmentation without human annotations. January 15, 2024
Artificial Intelligence | Dermatology | Pathology [MOCK MOLE: PRODUCING SYNTHETIC IMAGES THAT RECAPITULATE CONFOCAL PATTERNS OF MELANOCYTIC NEVI VIA DEEP-LEARNING MODELS]. December 21, 2023
Hepatology | Radiology Improving nonalcoholic fatty liver disease classification performance with latent diffusion models. December 7, 2023
Pathology SynCLay: Interactive synthesis of histology images from bespoke cellular layouts. October 28, 2023
Medical Imaging | Radiology Dynamically Synthetic Images for Federated Learning of medical images. October 18, 2023
Pathology Synthesis of large scale 3D microscopic images of 3D cell cultures for training and benchmarking. March 31, 2023
Oncology | Radiology Generative Adversarial Networks Can Create High Quality Artificial Prostate Cancer Magnetic Resonance Images. March 29, 2023
Radiation Therapy | Radiology Applications of deep learning to reduce the need for iodinated contrast media for CT imaging: a systematic review. March 22, 2023