Medical Physics | Radiation Oncology Attention-aware 3D U-Net convolutional neural network for knowledge-based planning 3D dose distribution prediction of head-and-neck cancer. May 9, 2022
Medical Physics | Radiation Oncology RefineNet-based 2D and 3D automatic segmentations for clinical target volume and organs at risks for patients with cervical cancer in postoperative radiotherapy. May 9, 2022
Medical Physics | Radiation Oncology Improvement of IMRT QA prediction using imaging-based neural architecture search. May 7, 2022
Artificial Intelligence | Medical Physics | Radiation Oncology The development of a deep reinforcement learning network for dose-volume-constrained treatment planning in prostate cancer intensity modulated radiotherapy. May 6, 2022
Medical Physics | Radiation Oncology Modeling physician’s preference in treatment plan approval of stereotactic body radiation therapy of prostate cancer. May 6, 2022
Medical Physics | Radiation Oncology Deep learning for dose assessment in radiotherapy by the super-localization of vaporized nanodroplets in high frame rate ultrasound imaging. May 4, 2022
Medical Physics | Radiation Oncology Toward automatic beam angle selection for pencil-beam scanning proton liver Treatments: A deep learning-based approach. April 30, 2022
Medical Physics | Radiology A generalized image quality improvement strategy of cone-beam CT using multiple spectral CT labels in Pix2pix GAN. April 29, 2022
Medical Physics | Radiation Oncology Millisecond speed deep learning based proton dose calculation with Monte Carlo accuracy. April 21, 2022
Medical Physics | Radiation Oncology Applying pytorch toolkit to plan optimization for circular cone based robotic radiotherapy. April 21, 2022
Medical Physics | Radiation Oncology Approaching automated applicator digitization from a new angle: Using sagittal images to improve deep learning accuracy and robustness in high-dose-rate prostate brachytherapy. April 15, 2022
Medical Physics | Radiation Oncology | Radiology Improved accuracy of relative electron density and proton stopping power ratio through CycleGAN machine learning. April 13, 2022