Nuclear Medicine | Radiology CNN-based PET sinogram repair to mitigate defective block detectors. September 30, 2019
Nuclear Medicine | Radiology Whole-body PET estimation from low count statistics using cycle-consistent generative adversarial networks. September 27, 2019
Medical Imaging | Radiation Oncology Gross tumor volume segmentation for head and neck cancer radiotherapy using deep dense multi-modality network. September 12, 2019
Medical Physics | Radiation Oncology Evaluation of a deep learning-based pelvic synthetic CT generation technique for MRI-based prostate proton treatment planning. September 5, 2019
Radiation Oncology | Radiology Deep-learning assisted automatic digitization of interstitial needles in 3D CT image based high dose-rate brachytherapy of gynecological cancer. August 30, 2019
Obstetrics and Gynecology | Radiology Automated 3-D ultrasound image analysis for first trimester assessment of fetal health. August 13, 2019
Ophthalmology DeSpecNet: a CNN-based method for speckle reduction in retinal optical coherence tomography images. July 25, 2019
Oncology | Radiology Predicting real-time 3D deformation field maps (DFM) based on volumetric cine MRI (VC-MRI) and artificial neural networks for on-board 4D target tracking: a feasibility study. July 25, 2019
Nuclear Medicine | Oncology | Radiology An investigation of quantitative accuracy for deep learning based denoising in oncological PET. July 15, 2019
Nuclear Medicine | Radiology Three-dimensional convolutional neural networks for simultaneous dual-tracer PET imaging. July 11, 2019
Radiation Oncology | Radiology Fully automatic catheter segmentation in MRI with 3D convolutional neural networks: application to MRI-guided gynecologic brachytherapy. July 4, 2019
Pulmonology | Radiology Deep learning-enabled accurate normalization of reconstruction kernel effects on emphysema quantification in low-dose CT. June 11, 2019