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FastPET: Near Real-Time PET Reconstruction from Histo-Images Using a Neural Network
Direct reconstruction of positron emission tomography (PET) data using deep neural networks is a growing field of research.
CNN-Based PET Sinogram Repair to Mitigate Defective Block Detectors
Positron emission tomography (PET) scanners continue to increase sensitivity and axial coverage by adding an ever expanding array of block detectors.
DirectPET: Full Size Neural Network PET Reconstruction from Sinogram Data
Results: DirectPET is shown capable of producing images that are quantitatively and qualitatively similar to the OSEM target images in a fraction of the time.
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