Nuclear Medicine | Radiology Deep learning-assisted ultra-fast/low-dose whole-body PET/CT imaging. January 26, 2021
Computer Science | Gastroenterology | Radiology Augmenting Colonoscopy using Extended and Directional CycleGAN for Lossy Image Translation. January 18, 2021
Cardiology | Medical Imaging Generating Synthetic Labeled Data from Existing Anatomical Models: An Example with Echocardiography Segmentation. January 14, 2021
Medical Physics | Radiation Oncology | Radiology Cone-beam CT image quality improvement using Cycle-Deblur consistent adversarial networks (Cycle-Deblur GAN) for chest CT imaging in breast cancer patients. January 14, 2021
Medical Imaging | Radiation Oncology Generation of abdominal synthetic CTs from 0.35T MR images using generative adversarial networks for MR-only liver radiotherapy. January 13, 2021
Chemistry | Drug Development | Pharmaceutical Sciences Mol-CycleGAN: a generative model for molecular optimization. January 12, 2021
Diagnostic Radiology | Radiation Oncology Improving CBCT Quality to CT Level using Deep-Learning with Generative Adversarial Network. December 1, 2020
Medical Imaging | Radiation Oncology Cross-modality deep learning: Contouring of MRI data from annotated CT data only. November 30, 2020
Medical Imaging | Oncology | Radiology Variation-Aware Federated Learning with Multi-Source Decentralized Medical Image Data. November 24, 2020
Nuclear Medicine | Radiology [Generation of the Pseudo CT Image Based on the Deep Learning Technique Aimed for the Attenuation Correction of the PET Image]. November 24, 2020
Medical Imaging | Radiology Comparison of Supervised and Unsupervised Deep Learning Methods for Medical Image Synthesis between Computed Tomography and Magnetic Resonance Images. November 18, 2020
Computer Vision | Image processing Unsupervised Dark-Channel Attention-Guided CycleGAN for Single-Image Dehazing. October 29, 2020