Medical Physics | Nuclear Medicine | Radiology Impact of deep learning-based multiorgan segmentation methods on patient-specific internal dosimetry in PET/CT imaging: A comparative study. January 12, 2024
Medical Physics | Radiation Oncology Evaluating the Hounsfield unit assignment and dose differences between CT-based standard and deep learning-based synthetic CT images for MRI-only radiation therapy of the head and neck. December 21, 2023
Emergency Medicine | Radiology Automated detection and segmentation of pleural effusion on ultrasound images using an Attention U-net. December 13, 2023
Medical Physics | Oncology | Radiology Diagnosis of focal liver lesions from ultrasound images using a pretrained residual neural network. November 22, 2023
Medical Physics | Radiation Oncology Deep learning based automatic internal gross target volume delineation from 4D-CT of hepatocellular carcinoma patients. November 22, 2023
Medical Physics | Radiation Oncology Cycle-generative adversarial network-based bone suppression imaging for highly accurate markerless motion tracking of lung tumors for cyberknife irradiation therapy. November 20, 2023
Medical Physics | Radiology Investigating the role of imaging factors in the variability of CT-based texture analysis metrics. November 14, 2023
Medical Physics | Radiation Oncology Essentially unedited deep-learning-based OARs are suitable for rigorous oropharyngeal and laryngeal cancer treatment planning. November 9, 2023
Oncology | Radiology Application of a pyramid pooling Unet model with integrated attention mechanism and Inception module in pancreatic tumor segmentation. November 8, 2023
Neurology | Radiation Oncology Deep-neural network approaches for predicting 3D dose distribution in intensity-modulated radiotherapy of the brain tumors. November 7, 2023
Medical Physics | Neurology | Radiology Unsupervised deep learning registration model for multimodal brain images. October 12, 2023
Orthopedics | Radiology Preclinical validation of a novel deep learning-based metal artifact correction algorithm for orthopedic CT imaging. October 3, 2023