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Medical Physics | Radiation Oncology A deep learning based dynamic arc radiotherapy photon dose engine trained on Monte Carlo dose distributions. April 22, 2024
Neurology | Radiation Oncology ASTRA: Atomic Surface Transformations for Radiotherapy Quality Assurance. December 12, 2023
Radiation Oncology | Radiology Deep-learning magnetic resonance imaging-based automatic segmentation for organs-at-risk in the brain: Accuracy and impact on dose distribution. June 19, 2023
Medical Physics | Radiation Oncology Improvement of deep learning prediction model in patient-specific QA for VMAT with MLC leaf position map and patient’s dose distribution. June 1, 2023
Medical Physics | Radiation Oncology A deep learning-based approach for statistical robustness evaluation in proton therapy treatment planning: a feasibility study. April 11, 2023
Medical Physics | Radiation Oncology A convolutional neural network model for EPID-based non-transit dosimetry. March 3, 2023
Medical Physics | Radiation Oncology Automated field-in-field whole brain radiotherapy planning. November 10, 2022
Medical Imaging | Radiation Oncology Direct mapping from PET coincidence data to proton-dose and positron activity using a deep learning approach. August 18, 2022
Machine Learning | Medical Imaging | Radiation Oncology Prediction of Radiation Pneumonitis With Dose Distribution: A Convolutional Neural Network (CNN) Based Model. February 20, 2020
Radiation Oncology A feasibility study for predicting optimal radiation therapy dose distributions of prostate cancer patients from patient anatomy using deep learning. February 3, 2019