Radiation Oncology Comparison of the use of a clinically implemented deep learning segmentation model with the simulated study setting for breast cancer patients receiving radiotherapy. June 20, 2024
Medical Imaging | Radiation Oncology Extensive clinical testing of Deep Learning Segmentation models for thorax and breast cancer radiotherapy planning. October 26, 2023
Medical Imaging | Radiation Oncology Development of a national deep learning-based auto-segmentation model for the heart on clinical delineations from the DBCG RT nation cohort. September 15, 2023
Radiation Oncology | Radiology Proton range uncertainty caused by synthetic computed tomography generated with deep learning from pelvic magnetic resonance imaging. September 13, 2023
Medical Imaging | Radiation Oncology MR-based synthetic CT image for intensity-modulated proton treatment planning of nasopharyngeal carcinoma patients. October 28, 2022
Radiology MRI-based automatic segmentation of rectal cancer using 2D U-Net on two independent cohorts. December 17, 2021
Oncology | Radiology Deep learning-based automatic delineation of anal cancer gross tumour volume: a multimodality comparison of CT, PET and MRI. November 16, 2021
Medical Imaging | Radiation Oncology Comparing different CT, PET and MRI multi-modality image combinations for deep learning-based head and neck tumor segmentation. July 15, 2021
Medical Physics | Radiation Oncology Investigating the potential of deep learning for patient-specific quality assurance of salivary gland contours using EORTC-1219-DAHANCA-29 clinical trial data. January 11, 2021
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