Medical Physics | Radiation Oncology Deep learning based MLC aperture and monitor unit prediction as a warm start for breast VMAT optimisation. October 30, 2023
Medical Physics | Radiation Oncology Technical note: Evaluation of deep learning based synthetic CTs clinical readiness for dose and NTCP driven head and neck adaptive proton therapy. October 13, 2023
Medical Physics | Oncology | Radiology Ultra-fast multi-parametric 4D-MRI image reconstruction for real-time applications using a Downsampling-Invariant Deformable Registration (D2R) model. October 13, 2023
Medical Physics | Neurology | Radiology Unsupervised deep learning registration model for multimodal brain images. October 12, 2023
Medical Physics | Radiation Oncology | Radiotherapy Generalisation of radiotherapy dose calculation for Monte Carlo algorithm combined with 3D Swin-Unet: a multi-institutional IMRT evaluation. October 12, 2023
Medical Physics | Oncology | Radiology Radiation-induced acoustic signal denoising using a supervised deep learning framework for imaging and therapy monitoring. October 11, 2023
Medical Physics | Radiation Therapy A novel, end-to-end framework for avoiding collisions between the patient’s body and gantry in proton therapy. October 10, 2023
Medical Physics | Radiation Oncology A geometry and dose-volume based performance monitoring of artificial intelligence models in radiotherapy treatment planning for prostate cancer. October 9, 2023
Medical Physics | Radiation Oncology Comparison and evaluation of different deep learning models of synthetic CT generation from CBCT for nasopharynx cancer adaptive proton therapy. October 6, 2023
Medical Physics | Radiation Oncology Evaluation of a clinically introduced deep learning model for radiotherapy treatment planning of breast cancer. October 4, 2023
Medical Physics | Radiation Oncology Contour subregion error detection methodology using deep learning auto-segmentation. October 4, 2023
Medical Physics | Radiation Oncology Complexity Metrics and Planning Dose-Based Pretreatment Patient-Specific Quality Assurance Prediction: Classification, Gamma Passing Rates, and DVH Deviation. October 3, 2023