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
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 | Radiology Intra-frame motion deterioration effects and deep-learning-based compensation in MR-guided radiotherapy. September 4, 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
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 Physics | Radiation Oncology CBCT correction using a cycle-consistent generative adversarial network and unpaired training to enable photon and proton dose calculation. October 14, 2019
Medical Physics | Radiation Oncology Evaluation of proton and photon dose distributions recalculated on 2D and 3D Unet-generated pseudoCTs from T1-weighted MR head scans. July 10, 2019