Feasibility Study of Subject-Specific Brain SAR Maps Retrieved from MRI Data

Motivation: SAR monitoring and assessment rely on simulations, which are impractical for real-time clinical use due to high computational demands. Goal(s): To validate a method for obtaining subject-specific SAR maps from standard MRI sequences. Approach: SAR maps were generated from the complex B1+ field derived from B1 magnitude (XFL) and phase of a bSSFP sequence. Tissue conductivity was estimated using a phase-based Helmholtz electrical properties tomography (EPT) approach, and the electric field was calculated with Ampère's law. Results: SAR maps that align with simulation results were produced in 12 minutes, an advancement toward real-time SAR measurement (r=0.52). Impact: A method for image-based patient-specific SAR mapping retrieved from acquired MRI data in the brain is demonstrated. The resulting maps aligned with electromagnetic simulation-based SAR maps, representing a step toward practical SAR monitoring during clinical examinations.

Authors

Publication Details

Journal
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Published
2025-09-16
DOI
https://doi.org/10.58530/2025/1327
Primary Topic
Medical Imaging Techniques and Applications
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Feasibility Study of Subject-Specific Brain SAR Maps Retrieved from MRI Data

Kévin Moulin, Luca Zilberti, Stephen Ogier, Alessandro Arduino et al.
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Medical Imaging Techniques and Applications
article

Feasibility Study of Subject-Specific Brain SAR Maps Retrieved from MRI Data

Kévin Moulin, Luca Zilberti, Stephen Ogier, Alessandro Arduino, Oriano Bottauscio, Kathryn E. Keenan, Umberto Zanovello, Peng Hu, Jessica Martinez
article en

Abstract

Motivation: SAR monitoring and assessment rely on simulations, which are impractical for real-time clinical use due to high computational demands. Goal(s): To validate a method for obtaining subject-specific SAR maps from standard MRI sequences. Approach: SAR maps were generated from the complex B1+ field derived from B1 magnitude (XFL) and phase of a bSSFP sequence. Tissue conductivity was estimated using a phase-based Helmholtz electrical properties tomography (EPT) approach, and the electric field was calculated with Ampère's law. Results: SAR maps that align with simulation results were produced in 12 minutes, an advancement toward real-time SAR measurement (r=0.52). Impact: A method for image-based patient-specific SAR mapping retrieved from acquired MRI data in the brain is demonstrated. The resulting maps aligned with electromagnetic simulation-based SAR maps, representing a step toward practical SAR monitoring during clinical examinations.

Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Openalex Percentile: Top 63%
Medical Imaging 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.