Deep Learning | Radiology | Radiotherapy Assessment of the deep learning-based gamma passing rate prediction system for 1.5 T magnetic resonance-guided linear accelerator. April 30, 2024
Medical Physics | Radiation Oncology Evaluation of deep learning-based deliverable VMAT plan generated by prototype software for automated planning for prostate cancer patients. August 22, 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 Development of a deep learning-based error detection system without error dose maps in the patient-specific quality assurance of volumetric modulated arc therapy. May 13, 2023
Oncology | Radiology A deep learning-based radiomics approach to predict head and neck tumor regression for adaptive radiotherapy. July 22, 2022
Medical Physics | Radiation Oncology Error detection model developed using a multi-task convolutional neural network in patient-specific quality assurance for volumetric-modulated arc therapy. June 8, 2021
Medical Physics | Radiation Oncology Systematic method for a deep learning-based prediction model for gamma evaluation in patient-specific quality assurance of volumetric modulated arc therapy. December 28, 2020
Medical Physics | Radiation Oncology Dose distribution correction for the influence of magnetic field using a deep convolutional neural network for online MR-guided adaptive radiotherapy. November 14, 2020
Medical Physics | Radiation Oncology Error detection using a convolutional neural network with dose difference maps in patient-specific quality assurance for volumetric modulated arc therapy. April 24, 2020
Medical Physics | Radiation Oncology A convolutional neural network approach for IMRT dose distribution prediction in prostate cancer patients. July 19, 2019
Medical Physics | Radiation Oncology Automated prediction of dosimetric eligibility of patients with prostate cancer undergoing intensity-modulated radiation therapy using a convolutional neural network. November 14, 2018
Medical Physics | Radiation Oncology A deep learning-based prediction model for gamma evaluation in patient-specific quality assurance. August 17, 2018