Oncology | Radiation Therapy | Radiology Decompose kV projection using neural network for improved motion tracking in paraspinal SBRT. October 16, 2021
Radiation Therapy | Radiology Image-based shading correction for narrow-FOV truncated pelvic CBCT with deep convolutional neural networks and transfer learning. October 12, 2021
Oncology | Radiation Therapy | Radiology Automatic segmentation of organs at risk and tumors in CT images of lung cancer from partially labelled datasets with a semi-supervised conditional nnU-Net. September 26, 2021
Oncology | Radiation Therapy | Veterinary Medicine Deep-Learning-Based Automatic Segmentation of Head and Neck Organs for Radiation Therapy in Dogs. September 23, 2021
Medical Physics | Radiation Therapy DeepWL: Robust EPID based Winston-Lutz analysis using deep learning, synthetic image generation and optical path-tracing. September 7, 2021
Medical Physics | Radiation Therapy | Radiology Improvement of megavoltage computed tomography image quality for adaptive helical tomotherapy using cycleGAN-based image synthesis with small datasets. August 21, 2021
Radiation Therapy | Radiology A Deep Unsupervised Learning Model for Artifact Correction of Pelvis Cone-Beam CT. August 5, 2021
Radiation Therapy | Radiology Metal artifact reduction in 2D CT images with self-supervised cross-domain learning. July 30, 2021
Medical Physics | Radiation Oncology | Radiation Therapy Synthetic CT generation from CBCT images via unsupervised deep learning. June 1, 2021
Oncology | Radiation Therapy | Radiology A preliminary study of deep learning-based treatment response prediction for soft tissue sarcoma using longitudinal diffusion MRI. April 28, 2021
Oncology | Radiation Therapy | Radiology A deep survival interpretable radiomics model of hepatocellular carcinoma patients. March 13, 2021
Radiation Therapy | Radiology Domain adversarial networks and intensity-based data augmentation for male pelvic organ segmentation in cone beam CT. February 27, 2021