Medical Imaging | Radiation Oncology Strategies for tackling the class imbalance problem of oropharyngeal primary tumor segmentation on magnetic resonance imaging. August 29, 2022
Cardiology | Radiation Oncology Validation of an established deep learning auto-segmentation tool for cardiac substructures in 4D radiotherapy planning scans. August 9, 2022
Medical Imaging | Radiation Oncology Patient specific deep learning based segmentation for magnetic resonance guided prostate radiotherapy. June 30, 2022
Deep Learning | Radiation Oncology | Radiomics Harmonisation of scanner-dependent contrast variations in magnetic resonance imaging for radiation oncology, using style-blind auto-encoders. May 27, 2022
Radiation Oncology | Radiology Real-world analysis of manual editing of deep learning contouring in the thorax region. May 23, 2022
Radiation Oncology | Radiology Autosegmentation based on different-sized training datasets of consistently-curated volumes and impact on rectal contours in prostate cancer radiation therapy. May 16, 2022
Medical Physics | Radiation Oncology | Radiology Clinical utility of convolutional neural networks for treatment planning in radiotherapy for spinal metastases. March 4, 2022
Medical Imaging | Radiation Oncology Deep learning auto-segmentation and automated treatment planning for trismus risk reduction in head and neck cancer radiotherapy. November 8, 2021
Medical Physics | Radiation Oncology Volumetric modulated arc therapy dose prediction and deliverable treatment plan generation for prostate cancer patients using a densely connected deep learning model. August 17, 2021
Medical Imaging | Oncology | Radiation Oncology Oropharyngeal primary tumor segmentation for radiotherapy planning on magnetic resonance imaging using deep learning. July 26, 2021
Medical Physics | Radiation Oncology Development and evaluation of radiotherapy deep learning dose prediction models for breast cancer. April 26, 2021
Radiation Oncology | Radiology A single neural network for cone-beam computed tomography-based radiotherapy of head-and-neck, lung and breast cancer. January 18, 2021