Artificial Intelligence | Medical Imaging | Radiation Oncology Revolutionizing radiation therapy: the role of AI in clinical practice. November 23, 2023
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 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
Medical Imaging | Radiation Oncology Prediction of liver Dmean for proton beam therapy using deep learning and contour-based data augmentation. October 7, 2021
Radiation Oncology Synthetic breath-hold CT generation from free-breathing CT: a novel deep learning approach to predict cardiac dose reduction in deep-inspiration breath-hold radiotherapy. September 1, 2021
Radiation Oncology | Radiology Automated approach for segmenting gross tumor volumes for lung cancer stereotactic body radiation therapy using CT-based dense V-networks. January 22, 2021
Radiation Oncology | Radiology A slice classification model-facilitated 3D encoder-decoder network for segmenting organs at risk in head and neck cancer. October 8, 2020
Medical Imaging | Radiation Oncology Efficacy evaluation of 2D, 3D U-Net semantic segmentation and atlas-based segmentation of normal lungs excluding the trachea and main bronchi. February 11, 2020
Radiation Oncology | Radiology Feasibility of synthetic computed tomography generated with an adversarial network for multi-sequence magnetic resonance-based brain radiotherapy. December 11, 2019
Medical Physics | Radiation Oncology A convolutional neural network approach for IMRT dose distribution prediction in prostate cancer patients. July 19, 2019
Oncology | Radiation Oncology | Radiology Deep convolutional neural network for reduction of contrast-enhanced region on CT images. May 24, 2019