Neurology | Radiology RegQCNET: Deep quality control for image-to-template brain MRI affine registration. September 9, 2020
Neurology | Oncology | Radiology Brain tumor segmentation using 3D mask R-CNN for dynamic susceptibility contrast enhanced perfusion imaging. July 16, 2020
Medical Physics | Radiation Oncology Automatic IMRT planning via static field fluence prediction (AIP-SFFP): a deep learning algorithm for real-time prostate treatment planning. July 14, 2020
Deep Learning | Nuclear Medicine | Radiology Obtaining PET/CT images from non-attenuation corrected PET images in a single PET system using Wasserstein generative adversarial networks. July 14, 2020
Medical Imaging | Radiation Oncology | Radiology Automatic multi-needle localization in ultrasound images using large margin mask RCNN for ultrasound-guided prostate brachytherapy. July 8, 2020
Medical Physics | Radiation Oncology Verification of the machine delivery parameters of treatment plan via deep learning. June 30, 2020
Medical Physics | Radiation Oncology Fast spot-scanning proton dose calculation method with uncertainty quantification using a three-dimensional convolutional neural network. June 30, 2020
Interventional Radiology | Radiology Motion-flow-guided recurrent network for respiratory signal estimation of x-ray angiographic image sequences. June 26, 2020
Medical Physics | Radiation Oncology | Radiology Evaluation of CBCT scatter correction using deep convolutional neural networks for head and neck adaptive proton therapy. June 24, 2020
Medical Physics | Radiology 4D-AirNet: a temporally-resolved CBCT slice reconstruction method synergizing analytical and iterative method with deep learning. June 23, 2020
Neurology | Oncology | Radiology Robustness study of noisy annotation in deep learning based medical image segmentation. June 5, 2020