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Neurology | Oncology | Radiology Quantifying U-Net uncertainty in multi-parametric MRI-based glioma segmentation by spherical image projection. September 11, 2023
Radiology Systematic Analysis of Common Factors Impacting Deep Learning Model Generalizability in Liver Segmentation. June 9, 2023
Neurology | Oncology | Radiology A neural ordinary differential equation model for visualizing deep neural network behaviors in multi-parametric MRI-based glioma segmentation. February 25, 2023
Oncology | Radiology Post-Radiotherapy PET Image Outcome Prediction by Deep Learning Under Biological Model Guidance: A Feasibility Study of Oropharyngeal Cancer Application. June 1, 2022
Medical Physics | Radiology A generative adversarial network (GAN)-based technique for synthesizing realistic respiratory motion in the extended cardiac-torso (XCAT) phantoms. June 1, 2021
Radiology Automatic detection of pulmonary nodules on CT images with YOLOv3: development and evaluation using simulated and patient data. October 5, 2020
Deep Learning | Medical Imaging | Radiation Oncology Dose-Distribution-Driven PET Image-Based Outcome Prediction (DDD-PIOP): A Deep Learning Study for Oropharyngeal Cancer IMRT Application. October 5, 2020