Medical Imaging | Nuclear Medicine Generation ofF-FDG PET standard scan images from short scans using cycle-consistent generative adversarial network. September 26, 2022
Radiology CX-DaGAN: Domain Adaptation for Pneumonia Diagnosis on a Small Chest X-ray Dataset. June 10, 2022
Medical Imaging | Radiation Oncology A Real-Time Four-Dimensional Reconstruction Algorithm of Cine-Magnetic Resonance Imaging (Cine-MRI) Using Deep Learning. April 6, 2022
Pediatric Oncology | Radiation Oncology Facilitating MR-Guided Adaptive Proton Therapy in Children Using Deep Learning-Based Synthetic CT. February 7, 2022
Radiology The synthesis of high-energy CT images from low-energy CT images using an improved cycle generative adversarial network. January 7, 2022
Medical Physics | Radiation Oncology | Radiology Deep learning-based thoracic CBCT correction with histogram matching. October 15, 2021
Biomedical Engineering | Radiology Transfer learning from an artificial radiograph-landmark dataset for registration of the anatomic skull model to dual fluoroscopic X-ray images. October 12, 2021
Prostate Cancer | Radiology Synthesizing High–Value Diffusion-weighted Imaging of the Prostate Using Generative Adversarial Networks. October 7, 2021
Oncology | Radiology | Radiotherapy CT-Based Pelvic T-Weighted MR Image Synthesis Using UNet, UNet++ and Cycle-Consistent Generative Adversarial Network (Cycle-GAN). August 16, 2021
Radiology Generative Adversarial Networks Improve the Reproducibility and Discriminative Power of Radiomic Features. May 3, 2021
Radiology A Deep Learning Approach to Visualise Aortic Aneurysm Morphology without the Use of Intravenous Contrast Agents. April 29, 2021
Radiation Oncology | Radiology A single neural network for cone-beam computed tomography-based radiotherapy of head-and-neck, lung and breast cancer. January 18, 2021