Oncology | Radiology Comparison of deep learning networks for fully automated head and neck tumor delineation on multi-centric PET/CT images. January 8, 2024
Radiation Oncology | Radiology Prior knowledge based deep learning auto-segmentation in magnetic resonance imaging-guided radiotherapy of prostate cancer. November 6, 2023
Radiation Oncology | Radiology Deep Learning and Registration-Based Mapping for Analyzing the Distribution of Nodal Metastases in Head and Neck Cancer Cohorts: Informing Optimal Radiotherapy Target Volume Design. September 28, 2023
Medical Physics | Oncology | Radiology Simultaneous object detection and segmentation for patient-specific markerless lung tumor tracking in simulated radiographs with deep learning. September 8, 2023
Medical Physics | Radiation Oncology ScatterNet for projection-based 4D cone-beam computed tomography intensity correction of lung cancer patients. September 8, 2023
Radiation Oncology Deep learning based automatic segmentation of organs-at-risk for 0.35 T MRgRT of lung tumors. August 13, 2023
Oncology | Pathology DeepClassPathway: Molecular pathway aware classification using explainable deep learning. October 3, 2022
Medical Imaging | Radiation Oncology A deep image-to-image network organ segmentation algorithm for radiation treatment planning: principles and evaluation. August 23, 2022
Oncology | Radiology Deep learning based time-to-event analysis with PET, CT and joint PET/CT for head and neck cancer prognosis. June 25, 2022
Medical Physics | Radiation Oncology Dosimetric impact of deep learning-based CT auto-segmentation on radiation therapy treatment planning for prostate cancer. February 1, 2022
Oncology | Radiology Distant metastasis time to event analysis with CNNs in independent head and neck cancer cohorts. March 20, 2021
Medical Imaging | Oncology | Radiation Oncology 2D and 3D convolutional neural networks for outcome modelling of locally advanced head and neck squamous cell carcinoma. September 25, 2020