Medical Physics | Radiology Technical Note: Design and implementation of a high-throughput pipeline for reconstruction and quantitative analysis of CT image data. May 10, 2019
Medical Physics | Radiation Oncology A deep learning framework for automatic detection of arbitrarily shaped fiducial markers in intrafraction fluoroscopic images. May 10, 2019
Medical Physics | Radiation Therapy Attention-aware fully convolutional neural network with convolutional long short-term memory network for ultrasound-based motion tracking. May 10, 2019
Medical Physics | Radiation Oncology A deep learning method for prediction of three-dimensional dose distribution of helical tomotherapy. May 10, 2019
Medical Physics | Radiation Oncology MR-based treatment planning in radiation therapy using a deep learning approach. April 15, 2019
Medical Physics | Radiation Oncology Intelligent inverse treatment planning via deep reinforcement learning, a proof-of-principle study in high dose-rate brachytherapy for cervical cancer. April 12, 2019
Clinical Oncology | Medical Physics | Radiation Oncology Deep Learning Algorithm for Auto-Delineation of High-Risk Oropharyngeal Clinical Target Volumes With Built-In Dice Similarity Coefficient Parameter Optimization Function. April 1, 2019
Medical Physics | Radiation Oncology 3D radiotherapy dose prediction on head and neck cancer patients with a hierarchically densely connected U-net deep learning architecture. March 18, 2019
Medical Physics | Radiology A learning-based material decomposition pipeline for multi-energy x-ray imaging. February 27, 2019
Medical Physics | Radiation Oncology Deep learning for patient-specific quality assurance: Identifying errors in radiotherapy delivery by radiomic analysis of gamma images with convolutional neural networks. February 25, 2019
Medical Physics | Radiation Oncology | Radiology AnatomyNet: Deep learning for fast and fully automated whole-volume segmentation of head and neck anatomy. February 25, 2019
Medical Physics | Radiation Oncology Comment on ‘Deep convolutional neural network with transfer learning for rectum toxicity prediction in cervical cancer radiotherapy: a feasibility study’. February 15, 2019