Deep Learning in Healthcare | Medical Imaging | Radiation Oncology 4D-Precise: Learning-based 3D motion estimation and high temporal resolution 4DCT reconstruction from treatment 2D+t X-ray projections. April 11, 2024
Radiation Oncology | Radiology Multi-organ segmentation of organ-at-risk (OAR’s) of head and neck site using ensemble learning technique. February 16, 2024
Medical Physics | Radiation Oncology Cascaded-TOARNet: A cascaded framework based on mixed attention and multiscale information for thoracic OARs segmentation. December 8, 2023
Medical Physics | Radiation Oncology Clinical feasibility of a commercially available MRI-only method for radiotherapy treatment planning of the brain. June 22, 2023
Medical Imaging | Radiation Oncology Automatic segmentation of kidneys in computed tomography images using U-Net. February 4, 2023
Oncology | Radiology Abdomen CT Multi-organ Segmentation Using Token-based MLP-Mixer. December 4, 2022
Radiation Oncology | Radiology An uncertainty-aware deep learning architecture with outlier mitigation for prostate gland segmentation in radiotherapy treatment planning. September 16, 2022
Medical Physics | Radiation Oncology | Radiology Improved accuracy of relative electron density and proton stopping power ratio through CycleGAN machine learning. April 13, 2022
Medical Imaging | Radiation Oncology | Radiology Magnetic Resonance-Based Synthetic Computed Tomography Using Generative Adversarial Networks for Intracranial Tumor Radiotherapy Treatment Planning. March 25, 2022
Medical Imaging | Radiation Oncology | Radiology Stepwise deep neural network (stepwise-net) for head and neck auto-segmentation on CT images. February 15, 2022
Medical Imaging | Radiation Oncology Development of an Automatic and Physician-Specific OAR Segmentation Framework for Radiotherapy Treatment Planning. October 27, 2021
Oncology | Radiology Male pelvic CT multi-organ segmentation using synthetic MRI-aided dual pyramid networks. March 29, 2021