Biomedical Engineering | Radiology Learning-based estimation of dielectric properties and tissue density in head models for personalized radio-frequency dosimetry. February 5, 2020
Radiology Interactive 3D U-net for the segmentation of the pancreas in computed tomography scans. January 24, 2020
Medical Physics | Radiology An introduction to deep learning in medical physics: advantages, potential, and challenges. January 23, 2020
Medical Physics | Nuclear Medicine | Radiology A deep learning approach to radiation dose estimation. December 27, 2019
Radiation Oncology Deep DoseNet: A deep neural network for accurate dosimetric transformation between different spatial resolutions and/or different dose calculation algorithms for precision radiation therapy. December 23, 2019
Nuclear Medicine | Radiology Deep learning-based attenuation correction in the absence of structural information for whole-body PET imaging. December 23, 2019
Radiology Automatic segmentation of pectoral muscle based on boundary identification and shape prediction. December 23, 2019
Radiology External validation and transfer learning of convolutional neural networks for computed tomography dental artifact classification. December 18, 2019
Oncology | Radiology Male pelvic multi-organ segmentation aided by CBCT-based synthetic MRI. December 18, 2019
Medical Physics | Radiation Oncology A novel deep learning model using dosimetric and clinical information for grade 4 radiotherapy-induced lymphopenia prediction. December 18, 2019
Radiation Oncology Convolutional neural network enhancement of fast-scan low-dose cone-beam CT images for head and neck radiotherapy. December 16, 2019
Radiology A multi-scale framework with unsupervised joint training of convolutional neural networks for pulmonary deformable image registration. November 29, 2019