Oncology | Radiology PET/CT based transformer model for multi-outcome prediction in oropharyngeal cancer. June 4, 2024
Radiation Oncology | Radiology Probability maps for deep learning-based head and neck tumor segmentation: Graphical User Interface design and test. May 31, 2024
Oncology | Radiology Comparison of computed tomography image features extracted by radiomics, self-supervised learning and end-to-end deep learning for outcome prediction of oropharyngeal cancer. November 29, 2023
Medical Imaging | Oncology | Radiation Oncology Deep learning-based outcome prediction using PET/CT and automatically predicted probability maps of primary tumor in patients with oropharyngeal cancer. November 26, 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 | Radiation Oncology SynthRAD2023 Grand Challenge dataset: Generating synthetic CT for radiotherapy. June 7, 2023
Oncology | Radiology CT-based deep multi-label learning prediction model for outcome in patients with oropharyngeal squamous cell carcinoma. May 23, 2023
Medical Imaging | Radiation Oncology Deep learning aided oropharyngeal cancer segmentation with adaptive thresholding for predicted tumor probability in FDG PET and CT images. February 7, 2023
Oncology | Radiation Oncology Survival prediction for stage I-IIIA non-small cell lung cancer using deep learning. January 23, 2023
Radiation Oncology | Radiology Daily dose evaluation based on corrected CBCTs for breast cancer patients: accuracy of dose and complication risk assessment. December 12, 2022
Medical Physics | Radiation Oncology | Radiology A novel semi auto-segmentation method for accurate dose and NTCP evaluation in adaptive head and neck radiotherapy. October 1, 2021
Radiation Oncology | Radiology Assessment of manual adjustment performed in clinical practice following deep learning contouring for head and neck organs at risk in radiotherapy. January 18, 2021