Radiation Oncology | Radiology Convolutional LSTM model for cine image prediction of abdominal motion. March 22, 2024
Radiation Oncology | Radiology Comparing multi-image and image augmentation strategies for deep learning-based prostate segmentation. March 6, 2024
Medical Imaging | Radiation Oncology Deep learning application for abdominal organs segmentation on 0.35 T MR-Linac images. January 23, 2024
Radiation Oncology | Radiology Crowdsourcing Deep Learning Algorithms to Automatically Contour GI Luminal Organs on Serial MRIs. October 3, 2023
Medical Physics | Radiation Oncology Performance assessment of variant UNet-based deep-learning dose engines for MR-Linac-based prostate IMRT plans. July 27, 2023
Medical Physics | Radiation Oncology Investigation of autosegmentation techniques on T2-weighted MRI for off-line dose reconstruction in MR-linac workflow for head and neck cancers. July 21, 2023
Medical Imaging | Radiation Oncology Fast deformable image registration for real-time target tracking during radiotherapy using cine MRI and deep learning. October 29, 2022
Medical Physics | Radiation Oncology | Radiation Therapy Robust deep learning-based forward dose calculations for VMAT on the 1.5T MR-Linac. October 5, 2022
Medical Imaging | Radiation Oncology Patient specific deep learning based segmentation for magnetic resonance guided prostate radiotherapy. June 30, 2022
Medical Imaging | Radiation Oncology A Real-Time Four-Dimensional Reconstruction Algorithm of Cine-Magnetic Resonance Imaging (Cine-MRI) Using Deep Learning. April 6, 2022
Oncology | Radiology | Radiotherapy CT-Based Pelvic T-Weighted MR Image Synthesis Using UNet, UNet++ and Cycle-Consistent Generative Adversarial Network (Cycle-GAN). August 16, 2021
Radiation Oncology | Radiology Incorporating sensitive cardiac substructure sparing into radiation therapy planning. October 19, 2020