Medical Imaging | Radiation Oncology A deep learning model for translating CT to ventilation imaging: analysis of accuracy and impact on functional avoidance radiotherapy planning. March 27, 2024
Medical Physics | Radiation Oncology | Radiology Deep learning-based target decomposition for markerless lung tumor tracking in radiotherapy. March 20, 2024
Cardiology | Radiation Oncology | Radiology Quantifying Cardiac Chamber Motion for Noninvasive Stereotactic Cardiac Radiosurgery Using Deformable Image Registration. October 3, 2023
Medical Physics | Oncology | Radiology Simultaneous object detection and segmentation for patient-specific markerless lung tumor tracking in simulated radiographs with deep learning. September 8, 2023
Radiation Therapy | Robotics ORRN: An ODE-based Recursive Registration Network for Deformable Respiratory Motion Estimation With Lung 4DCT Images. June 6, 2023
Radiology A conditional registration network for continuous 4D respiratory motion synthesis. January 19, 2023
Medical Physics | Radiation Oncology NuTracker: a coordinate-based neural network representation of lung motion for intrafraction tumor tracking with various surrogates in radiotherapy. December 20, 2022
Medical Imaging | Radiation Oncology Deep-learning based synthetization of real-time in-treatment 4D images using surface motion and pre-treatment images: a proof-of-concept study. July 14, 2022
Medical Imaging | Radiation Oncology Deep Learning-Based Internal Target Volume (ITV) Prediction Using Cone-Beam CT Images in Lung Stereotactic Body Radiotherapy. February 21, 2022
Medical Physics | Radiation Oncology Development of a deep learning-based patient-specific target contour prediction model for markerless tumor positioning. January 13, 2022
Radiation Oncology How should we model and evaluate breathing interplay effects in IMPT? November 10, 2021
Radiology Lung-CRNet: A Convolutional Recurrent Neural Network for Lung 4DCT Image Registration. November 2, 2021