Error propagation analysis of seven partial volume correction algorithms for [18F]THK-5351 brain PET imaging.

Senri OyamaAyumu HosoiMasanobu IbarakiColm J McGinnityKeisuke MatsubaraShoichi WatanukiHiroshi WatabeManabu TashiroMiho Shidahara

Published in: EJNMMI physics (2020)

We demonstrated error propagation by numerical simulation of THK-PET imaging. Error propagations of 7 PVC algorithms for brain PET imaging with [18F]THK-5351 were significant. Robust algorithms for clinical applications must be carefully selected according to the study design of clinical PET data.

Keyphrases

pet imaging
machine learning
deep learning
resting state
positron emission tomography
white matter
big data
functional connectivity
artificial intelligence
cerebral ischemia
multiple sclerosis