Medical Imaging | Radiation Oncology Direct mapping from PET coincidence data to proton-dose and positron activity using a deep learning approach. August 18, 2022
Orthopedics | Radiology Automated knee cartilage segmentation for heterogeneous clinical MRI using generative adversarial networks with transfer learning. May 3, 2022
Neurology | Radiology Rigid motion-resolved prediction using deep learning for real-time parallel-transmission pulse design. December 27, 2021
Cell Biology | Pathology 3D fluorescence microscopy data synthesis for segmentation and benchmarking. December 2, 2021
Cardiology Electrocardiogram Quality Assessment with a Generalized Deep Learning Model Assisted by Conditional Generative Adversarial Networks. October 23, 2021
Neurology | Oncology | Radiology Synthetic generation of DSC-MRI-derived relative CBV maps from DCE MRI of brain tumors. July 29, 2020
Orthopedics | Radiology Automated cartilage and meniscus segmentation of knee MRI with conditional generative adversarial networks. December 3, 2019
Engineering | Materials Science Reconstruction of porous media from extremely limited information using conditional generative adversarial networks. October 28, 2019
Orthopedics | Radiology Generative models: an upcoming innovation in musculoskeletal radiology? A preliminary test in spine imaging. November 14, 2018