Medical Imaging | Radiation Oncology Multi-modal segmentation with missing image data for automatic delineation of gross tumor volumes in head and neck cancers. June 19, 2024
Medical Imaging | Radiation Oncology Application of simultaneous uncertainty quantification and segmentation for oropharyngeal cancer use-case with Bayesian deep learning. June 8, 2024
Radiation Oncology | Radiology Clinical acceptability of automatically generated lymph node levels and structures of deglutition and mastication for head and neck radiation therapy. February 15, 2024
Artificial Intelligence/Machine Learning | Oncology | Pain Management Artificial Intelligence and Machine Learning in Cancer Related Pain: A Systematic Review. December 18, 2023
Medical Physics | Radiation Oncology Deep learning-based dose prediction to improve the plan quality of volumetric modulated arc therapy for gynecologic cancers. September 14, 2023
Radiation Oncology | Radiology A transformer-based hierarchical registration framework for multimodality deformable image registration. August 25, 2023
Oncology | Radiology Development and Validation of an Automated Image-Based Deep Learning Platform for Sarcopenia Assessment in Head and Neck Cancer. August 10, 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
Oncology | Radiology Overview of the HECKTOR Challenge at MICCAI 2022: Automatic Head and Neck Tumor Segmentation and Outcome Prediction in PET/CT. May 17, 2023
Oncology | Radiation Oncology | Radiology Fully-automated sarcopenia assessment in head and neck cancer: development and external validation of a deep learning pipeline. March 22, 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
Radiation Oncology Deep Learning-Based Dose Prediction for Automated, Individualized Quality Assurance of Head and Neck Radiation Therapy Plans. January 25, 2023