Direct reconstruction for simultaneous dual-tracer PET imaging based on multi-task learning.

Fuzhen ZengJingwan FangAmanjule MuhashiHuafeng Liu

Published in: EJNMMI research (2023)

The proposed Multi-task CNN could effectively reconstruct the dynamic activity images of two single tracers from the dual-tracer dynamic sinogram, which was potential in the direct reconstruction for real simultaneous dual-tracer PET imaging data in future.

Keyphrases

pet imaging
positron emission tomography
convolutional neural network
computed tomography
electronic health record
current status
big data
optical coherence tomography