Medical Imaging | Radiation Oncology Multi-modal segmentation with missing image data for automatic delineation of gross tumor volumes in head and neck cancers. June 19, 2024
Medical Imaging | Radiation Therapy | Radiology SC-GAN: Structure-completion generative adversarial network for synthetic CT generation from MR images with truncated anatomy. February 22, 2024
Radiation Oncology | Radiology Clinical acceptability of automatically generated lymph node levels and structures of deglutition and mastication for head and neck radiation therapy. February 15, 2024
Radiation Oncology | Radiology Automatic end-to-end VMAT treatment planning for rectal cancers. February 6, 2024
Radiation Oncology Deep learning-based automatic segmentation of cardiac substructures for lung cancers. December 20, 2023
Cardiology | Radiology Synthetic Megavoltage Cone Beam Computed Tomography Image Generation for Improved Contouring Accuracy of Cardiac Pacemakers. November 24, 2023
Medical Physics | Radiation Oncology Deep learning-based dose prediction to improve the plan quality of volumetric modulated arc therapy for gynecologic cancers. September 14, 2023
Medical Physics | Radiation Oncology Identifying the optimal deep learning architecture and parameters for automatic beam aperture definition in 3D radiotherapy. September 6, 2023
Radiation Oncology | Radiology A transformer-based hierarchical registration framework for multimodality deformable image registration. August 25, 2023
Oncology | Radiation Oncology Random forest modeling of acute toxicity in anal cancer: Effects of peritoneal cavity contouring approaches on model performance. August 24, 2023
Radiation Oncology A deep-learning-based dose verification tool utilizing fluence maps for a cobalt-60 compensator-based intensity-modulated radiation therapy system. June 21, 2023
Medical Physics | Radiation Oncology A deep learning-based approach for statistical robustness evaluation in proton therapy treatment planning: a feasibility study. April 11, 2023