Medical Physics | Radiology PYRO-NN: Python Reconstruction Operators in Neural Networks. August 7, 2019
Medical Physics | Radiation Oncology A convolutional neural network approach for IMRT dose distribution prediction in prostate cancer patients. July 19, 2019
Medical Physics | Radiation Oncology Evaluation of proton and photon dose distributions recalculated on 2D and 3D Unet-generated pseudoCTs from T1-weighted MR head scans. July 10, 2019
Medical Physics | Radiation Oncology MRI-based treatment planning for proton radiotherapy: dosimetric validation of a deep learning-based liver synthetic CT generation method. May 30, 2019
Medical Physics | Otorhinolaryngology | Radiation Oncology Rapid advances in auto-segmentation of organs at risk and target volumes in head and neck cancer. May 25, 2019
Medical Physics | Neurology | Radiation Oncology MRI-only brain radiotherapy: Assessing the dosimetric accuracy of synthetic CT images generated using a deep learning approach. May 22, 2019
Medical Physics | Radiation Oncology Robust contour propagation using deep learning and image registration for online adaptive proton therapy of prostate cancer. May 21, 2019
Medical Physics | Radiation Oncology Dose Distribution Prediction in Isodose Feature-Preserving Voxelization Domain Using Deep Convolutional Neural Network. May 21, 2019
Medical Physics | Radiation Oncology Generating synthesized computed tomography (CT) from cone-beam computed tomography (CBCT) using CycleGAN for adaptive radiation therapy. May 20, 2019
Medical Physics | Radiation Oncology Three-Dimensional Dose Prediction for Lung IMRT Patients with Deep Neural Networks: Robust Learning from Heterogeneous Beam Configurations. May 18, 2019
Medical Physics | Radiation Oncology Automatic multiorgan segmentation in thorax CT images using U-net-GAN. May 14, 2019
Medical Physics | Radiation Oncology Incorporating dosimetric features into the prediction of 3D VMAT dose distributions using deep convolutional neural network. May 14, 2019