Medical Imaging | Radiation Oncology Deep learning based automatic segmentation of the Internal Pudendal Artery in definitive radiotherapy treatment planning of localized prostate cancer. May 6, 2024
Medical Physics | Radiation Oncology Multimodal radiotherapy dose prediction using a multi-task deep learning model. May 6, 2024
Radiation Oncology | Radiology Real-time liver motion estimation via deep learning-based angle-agnostic X-ray imaging. November 3, 2023
Radiation Oncology Single patient learning for adaptive radiotherapy dose prediction. October 20, 2023
Medical Physics | Radiation Oncology Intentional deep overfit learning for patient-specific dose predictions in adaptive radiotherapy. July 17, 2023
Medical Physics | Radiation Oncology Bony structure enhanced synthetic CT generation using Dixon sequences for pelvis MR-only radiotherapy. June 26, 2023
Radiation Oncology Evaluating machine learning enhanced intelligent-optimization-engine (IOE) performance for ethos head-and-neck (HN) plan generation. March 6, 2023
Oncology | Radiation Therapy | Radiology Ensemble learning and personalized training for the improvement of unsupervised deep learning-based synthetic CT reconstruction. November 6, 2022
Medical Imaging | Radiation Oncology Segmentation by Test-Time Optimization for CBCT-based Adaptive Radiation Therapy. October 31, 2022
Radiology A Proof-of-Concept Study of Artificial Intelligence-assisted Contour Editing. October 9, 2022
Medical Physics | Radiation Oncology A reinforcement learning application of a guided Monte Carlo Tree Search algorithm for beam orientation selection in radiation therapy. September 2, 2022
Medical Physics | Radiation Oncology Site-Agnostic 3D dose distribution prediction with deep learning neural networks. January 17, 2022