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Medical Physics | Radiation Oncology Clinical VMAT machine parameter optimization for localized prostate cancer using deep reinforcement learning. April 26, 2024
Interventional Radiology | Oncology | Radiology XIOSIS: an X-ray-based intra-operative image-guided platform for oncology smart material delivery. April 11, 2024
Medical Imaging | Radiation Oncology | Radiology Cascaded cross-attention transformers and convolutional neural networks for multi-organ segmentation in male pelvic computed tomography. April 10, 2024
Medical Physics | Pediatric Oncology | Radiation Oncology Deep learning segmentation of organs-at-risk with integration into clinical workflow for pediatric brain radiotherapy. February 19, 2024
Medical Imaging | Neurosurgery | Radiology Combining physics-based models with deep learning image synthesis and uncertainty in intraoperative cone-beam CT of the brain. March 12, 2023
Medical Informatics | Oncology | Urology A smart, practical, deep learning-based clinical decision support tool for patients in the prostate-specific antigen gray zone: model development and validation. August 30, 2022
Medical Physics | Radiation Oncology Fully automated segmentation of clinical target volume in cervical cancer from magnetic resonance imaging with convolutional neural network. July 27, 2022
Neurosurgery | Radiology Joint synthesis and registration network for deformable MR-CBCT image registration for neurosurgical guidance. May 24, 2022
Radiation Oncology | Radiology Fully automated multi-organ segmentation of female pelvic magnetic resonance images with coarse-to-fine convolutional neural network. October 5, 2021
Radiation Oncology Automatic multi-organ segmentation in computed tomography images using hierarchical convolutional neural network. October 26, 2020