Medical Imaging | Radiation Oncology Application of simultaneous uncertainty quantification and segmentation for oropharyngeal cancer use-case with Bayesian deep learning. June 8, 2024
Neurology | Oncology | Radiology Expert-centered Evaluation of Deep Learning Algorithms for Brain Tumor Segmentation. January 10, 2024
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
Radiation Oncology Application of simultaneous uncertainty quantification for image segmentation with probabilistic deep learning: Performance benchmarking of oropharyngeal cancer target delineation as a use-case. March 3, 2023
Deep Learning | Medical Imaging | Radiation Oncology Deep-learning-based generation of synthetic 6-minute MRI from 2-minute MRI for use in head and neck cancer radiotherapy. November 25, 2022
Radiation Oncology | Radiology Evaluation of deep learning-based multiparametric MRI oropharyngeal primary tumor auto-segmentation and investigation of input channel effects: Results from a prospective imaging registry. November 12, 2021