Medical Physics | Radiation Oncology [A review of machine learning in tumor radiotherapy]. October 21, 2019
Medical Physics | Oncology | Radiology A dual-stream deep convolutional network for reducing metal streak artifacts in CT images. October 16, 2019
Medical Physics | Radiation Oncology CBCT correction using a cycle-consistent generative adversarial network and unpaired training to enable photon and proton dose calculation. October 14, 2019
Medical Physics | Radiation Oncology | Radiology Boosting-based Cascaded Convolutional Neural Networks for the Segmentation of CT Organs-at-risk in Nasopharyngeal Carcinoma. September 18, 2019
Biomedical Engineering | Medical Physics | Radiation Oncology Automatic detection of contouring errors using convolutional neural networks. September 10, 2019
Medical Physics | Radiation Oncology Evaluation of a deep learning-based pelvic synthetic CT generation technique for MRI-based prostate proton treatment planning. September 5, 2019
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