Oncology | Radiation Oncology Auto-segmentation of neck nodal metastases using self-distilled masked image transformer on longitudinal MR images. March 13, 2024
Neurosurgery | Oncology | Radiology Automatically tracking brain metastases after stereotactic radiosurgery. September 18, 2023
Medical Physics | Radiation Oncology Interpretable Machine Learning for Choosing Radiation Dose-volume Constraints on Cardio-pulmonary Substructures Associated with Overall Survival in NRG Oncology RTOG 0617. June 21, 2023
Bioinformatics | Computational Biology | Oncology Geometric graph neural networks on multi-omics data to predict cancer survival outcomes. June 17, 2023
Cardiology | Radiation Oncology Validation of an established deep learning auto-segmentation tool for cardiac substructures in 4D radiotherapy planning scans. August 9, 2022
Oncology | Radiology Nested-block self-attention multiple resolution residual network for multi-organ segmentation from CT. May 22, 2022
Otolaryngology | Radiation Oncology Prospectively-validated deep learning model for segmenting swallowing and chewing structures in CT. December 7, 2021
Medical Imaging | Radiation Oncology Deep learning auto-segmentation and automated treatment planning for trismus risk reduction in head and neck cancer radiotherapy. November 8, 2021
Medical Imaging | Radiation Oncology Deep cross-modality (MR-CT) educed distillation learning for cone beam CT lung tumor segmentation. April 27, 2021
Medical Imaging | Radiation Oncology Clinical implementation of deep learning contour autosegmentation for prostate radiotherapy. March 5, 2021
Radiation Oncology | Radiology Cardio-pulmonary substructure segmentation of radiotherapy computed tomography images using convolutional neural networks for clinical outcomes analysis. January 18, 2021
Medical Physics | Radiation Oncology Using auto-segmentation to reduce contouring and dose inconsistency in clinical trials: the simulated impact on RTOG 0617. November 16, 2020