Paired 3 T and 7 T MP2RAGE Brain Volumetry: Preserved Rank Order, Region-Dependent Offsets, and Exploratory Cross-Field Calibration

Structural MRI volumes from different field strengths may correlate across individuals yet differ systematically, complicating pooling and calibration. We assessed paired 3 T and 7 T MP2RAGE volumetry in 22 healthy right-handed male volunteers (of 32 initially processed; 10 excluded after FreeSurfer surface-reconstruction failure), using SynthStrip and SynthSeg on reconstructed UNI images. Volumes were normalised to total intracranial volume and evaluated for global tissue classes, subcortical structures, and mean hemispheric cortical composites. Analyses included paired Wilcoxon tests with false-discovery-rate correction, Spearman correlations, absolute-agreement ICC(2,1), Bland–Altman analysis, and an exploratory leave-one-out comparison of three linear calibration models evaluated with symmetric mean absolute percentage error (sMAPE). Rank-order association was high for global/subcortical measures (ρ = 0.804–0.965, all p < 0.001), but agreement was region-dependent. Field-specific TIV normalisation yielded four significant negative offsets (−1.00% to −2.20%), whereas the common-denominator/raw-volume analysis yielded significant positive differences in all seven regions (+1.20% to +4.35%). ICC(2,1) ranged from 0.696 to 0.980. On the %TIV scale, all calibration models reduced error in the four offset regions, but none did so for the hippocampus. Rank order was preserved more consistently than absolute agreement; offsets should be interpreted as scanner-protocol differences rather than field-strength effects alone.

Authors

Institutions

Publication Details

Journal
Sci
Published
2026-10-27
DOI
https://doi.org/10.3390/sci8110317
Primary Topic
Advanced MRI Techniques and Applications
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Paired 3 T and 7 T MP2RAGE Brain Volumetry: Preserved Rank Order, Region-Dependent Offsets, and Exploratory Cross-Field Calibration

Zaheer Abbas, Nadim Jon Shah, Faizan Ullah, Sergo Gegechkori
1 links
Sci
Advanced MRI Techniques and Applications
article

Paired 3 T and 7 T MP2RAGE Brain Volumetry: Preserved Rank Order, Region-Dependent Offsets, and Exploratory Cross-Field Calibration

Zaheer Abbas, Nadim Jon Shah, Faizan Ullah, Sergo Gegechkori
article en

Abstract

Structural MRI volumes from different field strengths may correlate across individuals yet differ systematically, complicating pooling and calibration. We assessed paired 3 T and 7 T MP2RAGE volumetry in 22 healthy right-handed male volunteers (of 32 initially processed; 10 excluded after FreeSurfer surface-reconstruction failure), using SynthStrip and SynthSeg on reconstructed UNI images. Volumes were normalised to total intracranial volume and evaluated for global tissue classes, subcortical structures, and mean hemispheric cortical composites. Analyses included paired Wilcoxon tests with false-discovery-rate correction, Spearman correlations, absolute-agreement ICC(2,1), Bland–Altman analysis, and an exploratory leave-one-out comparison of three linear calibration models evaluated with symmetric mean absolute percentage error (sMAPE). Rank-order association was high for global/subcortical measures (ρ = 0.804–0.965, all p < 0.001), but agreement was region-dependent. Field-specific TIV normalisation yielded four significant negative offsets (−1.00% to −2.20%), whereas the common-denominator/raw-volume analysis yielded significant positive differences in all seven regions (+1.20% to +4.35%). ICC(2,1) ranged from 0.696 to 0.980. On the %TIV scale, all calibration models reduced error in the four offset regions, but none did so for the hippocampus. Rank order was preserved more consistently than absolute agreement; offsets should be interpreted as scanner-protocol differences rather than field-strength effects alone.

SciVol. 8(11)
Forschungszentrum Jülich (DE), Jülich Aachen Research Alliance (DE), RWTH Aachen University (DE)
Deutsche Forschungsgemeinschaft
Good health and well-being
Openalex Percentile: Top 13%
Advanced MRI Techniques and Applications
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Laika access coming soon
Paired 3 T and 7 T MP2RAGE Brain Volumetry: Preserved Rank Order, Region-Dependent Offsets, and Exploratory Cross-Field Calibration — Zaheer Abbas, Nadim Jon Shah, et al. · Sci (2026) | TGRS Research Map | TGRS