Oncology | Radiology PET/CT based transformer model for multi-outcome prediction in oropharyngeal cancer. June 4, 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 Feasibility of Monte Carlo dropout-based uncertainty maps to evaluate deep learning-based synthetic CTs for adaptive proton therapy. November 13, 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
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 Deep learning based 4D-synthetic CTs from sparse-view CBCTs for dose calculations in adaptive proton therapy. August 19, 2022
Medical Imaging | Radiation Oncology Clinical suitability of deep learning based synthetic CTs for adaptive proton therapy of lung cancer. November 2, 2021
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