Medical Physics | Radiation Oncology Evaluation of deep learning based dose prediction in head and neck cancer patients using two different types of input contours. September 17, 2024
Medical Physics | Radiation Oncology | Radiology Development of deep learning-based novel auto-segmentation for the prostatic urethra on planning CT images for prostate cancer radiotherapy. August 14, 2024
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
Nuclear Medicine | Radiology A deep learning method for translating 3D-CT to SPECT ventilation imaging: First comparison with Kr-gas SPECT ventilation imaging. May 5, 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