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Updated: Jun 19, 2026

Identification of Disease-related Spatial Covariance Patterns using Neuroimaging Data
Published on: June 26, 2013
Evaluation of MR-driven versus MR-free PET/CT spatial normalization approaches for quantification of regional uptake
Francesco Grassi1, Mario Verdicchio2, Carlo Cavaliere1
1IRCCS SYNLAB SDN, Via Gianturco 113, Naples, 80143, Italy.
Background:
Spatial normalization is a critical preprocessing step in PET imaging. While MR-driven normalization represents the gold standard, MR-free approaches offer an alternative that may enhance accessibility.
Purpose:
This study aims to evaluate the performance of MR-free normalization compared to MR-driven normalization across three PET modalities (18F-FDG, early-phase amyloid, and late amyloid PET), examinating regional agreement.
Methods:
56 patients with dementia performing MR and the three PET modalities were retrospectively enrolled in the study. Three different spatial normalization methods were performed: MR-driven and two MR-free (15O-H2O template and site-specific PET template). The agreement among different methods was pair-wise compared using intraclass correlation coefficients (ICCs).
Results:
MR-free normalization showed strong agreement with MR-driven methods for FDG and early amyloid PET, with ICCs > 0.99 in cortical regions. The spatial normalization with early-phase amyloid site-specific template had a median ICC of 0.927, confirming its agreement with MR-driven approach. The performance was slightly lower with late amyloid-derived templates (ICC = 0.822) compared to the 15O-H2O template. The worst reproducibility was observed in cerebellar and thalamic sub-regions, though aggregating sub-ROIs in parent regions brought to strong ICCs (> 0.920).
Conclusion:
MR-free normalization is a viable alternative to MR-driven approaches, particularly for FDG and early amyloid PET. In addition, the results confirm the similarity of early amyloid and FDG tracers distributions.
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