Medical Imaging | Radiology Decentralized collaborative multi-institutional PET attenuation and scatter correction using federated deep learning. December 12, 2022
Cardiology | Radiology Multi-center, multi-vendor validation of deep learning-based attenuation correction in SPECT MPI: data from the international flurpiridaz-301 trial. November 19, 2022
Nuclear Medicine | Radiation Oncology | Radiology Grad-CAM Guided U-Net for MRI-based Pseudo-CT Synthesis. October 17, 2022
Cardiology | Nuclear Medicine Deep Learning-based Attenuation Correction Improves Diagnostic Accuracy of Cardiac SPECT. October 13, 2022
Nuclear Medicine | Radiology Using domain knowledge for robust and generalizable deep learning-based CT-free PET attenuation and scatter correction. October 11, 2022
Cardiology | Nuclear Medicine Deep-learning-based estimation of attenuation map improves attenuation correction performance over direct attenuation estimation for myocardial perfusion SPECT. September 13, 2022
Cardiology | Nuclear Medicine | Radiology Data Management and Network Architecture Effect on Performance Variability in Direct Attenuation Correction via Deep Learning for Cardiac SPECT: A Feasibility Study. September 5, 2022
Nuclear Medicine | Radiology A deep learning-based whole-body solution for PET/MRI attenuation correction. August 17, 2022
Cardiology | Radiology DeTransUnet: attenuation correction of gated cardiac images without structural information. July 25, 2022
Nuclear Medicine | Radiology Quantitative evaluation of a deep learning-based framework to generate whole-body attenuation maps using LSO background radiation in long axial FOV PET scanners. July 19, 2022
Deep Learning | Nuclear Medicine | Radiology Eliminating CT radiation for clinical PET examination using deep learning. June 29, 2022
Nuclear Medicine | Radiology Deep-learning-based methods of attenuation correction for SPECT and PET. June 10, 2022