Multi-Spatial Resolution MRI Guided PET Image Reconstruction with Adaptive Prior Strength

21 May 2024, 17:40
20m
La Biodola, Isola d'Elba

La Biodola, Isola d'Elba

Hotel Hermitage
Oral PET/MR and SPECT/MR PET/MR reconstruction

Speaker

Jorge Cabello (Siemens Medical Solutions)

Description

MRI-guided PET reconstruction has shown to reduce
noise, and increase spatial resolution and quantification
accuracy in PET imaging. However, its application has mainly
been limited to brain imaging due to the availability of high
resolution isotropic 3D MRI sequences, which are rarely used in
whole-body MRI. The present works employs multi-parametric
PET-MRI reconstruction to combine more than one MRI sequence
with different spatial resolutions in different directions
applied to non-brain MRI-guided PET reconstruction, in order to
achieve high 3D PET spatial resolution. Results show that using
MRI-guided PET reconstruction overall improves image quality
in terms of noise and spatial resolution compared to OSEM, but
the use of MRI sequences with anisotropic spatial resolution may
cause the loss of detail. The combination of multiple sequences
with different anisotropic voxel sizes in the PET reconstruction,
prevents any loss of information while obtaining improved image
quality compared to OSEM.

Field Software and quantification

Primary author

Jorge Cabello (Siemens Medical Solutions)

Presentation materials