Medical Imaging | Radiation Oncology Predicting treatment plan approval probability for high-dose-rate brachytherapy of cervical cancer using adversarial deep learning. March 27, 2024
Medical Imaging | Radiation Oncology MR image reconstruction from undersampled data for image-guided radiation therapy using a patient-specific deep manifold image prior. December 8, 2022
Medical Physics | Radiation Oncology Modeling physician’s preference in treatment plan approval of stereotactic body radiation therapy of prostate cancer. May 6, 2022
Medical Imaging | Radiation Oncology Semi-automatic sigmoid colon segmentation in CT for radiation therapy treatment planning via an iterative 2.5-D deep learning approach. December 31, 2020
Radiation Oncology | Radiology Deep-learning assisted automatic digitization of interstitial needles in 3D CT image based high dose-rate brachytherapy of gynecological cancer. August 30, 2019
Gynecological Oncology | Medical Imaging | Radiation Oncology Deep-learning-assisted automatic digitization of applicators in 3D CT image-based high-dose-rate brachytherapy of gynecological cancer. July 26, 2019
Radiology Intelligent Parameter Tuning in Optimization-Based Iterative CT Reconstruction via Deep Reinforcement Learning. May 20, 2019
Medical Physics | Radiation Oncology Intelligent inverse treatment planning via deep reinforcement learning, a proof-of-principle study in high dose-rate brachytherapy for cervical cancer. April 12, 2019