Overcoming challenges of quantitative susceptibility mapping in moderate-to-severe TBI patients

Motivation: Quantitative susceptibility mapping (QSM) is being increasingly used to investigate pathophysiological changes in traumatic brain injury (TBI). However, generating artefact-free quantitative susceptibility maps in brains with large focal lesions, as in the case of moderate-to-severe TBI (ms-TBI), is particularly challenging. Goal(s): To generate artefact-free quantitative susceptibility maps in moderate-to-severe TBI patients with large focal lesions. Approach: We utilized a novel two-pass masking technique and reconstruction procedure in combination with a recently developed virtual brain grafting tool for brain repair. Results: Our innovative approach allowed us to generate artefact-free personalised QSM profiles of individual ms-TBI patients with reference to a sample of healthy controls. Impact: We outline an approach to obtain magnetic susceptibility values in the presence of large focal lesions and provide a framework to generate personalised QSM profiles that may be used by clinicians to characterise TBI pathophysiology or implement neuroscience-guided rehabilitation programs.

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
2024-11-26
DOI
https://doi.org/10.58530/2024/1622
Primary Topic
EEG and Brain-Computer Interfaces
Type
article
Field-Weighted Citation Impact
0.00
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article

Overcoming challenges of quantitative susceptibility mapping in moderate-to-severe TBI patients

Kieran O’Brien, Alex Burmester, Hamed Akhlaghi, Karen Caeyenberghs 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
EEG and Brain-Computer Interfaces
article

Overcoming challenges of quantitative susceptibility mapping in moderate-to-severe TBI patients

Kieran O’Brien, Alex Burmester, Hamed Akhlaghi, Karen Caeyenberghs, Ashley Stewart, Juan Dominguez D, Steffen Bollmann
article en

Abstract

Motivation: Quantitative susceptibility mapping (QSM) is being increasingly used to investigate pathophysiological changes in traumatic brain injury (TBI). However, generating artefact-free quantitative susceptibility maps in brains with large focal lesions, as in the case of moderate-to-severe TBI (ms-TBI), is particularly challenging. Goal(s): To generate artefact-free quantitative susceptibility maps in moderate-to-severe TBI patients with large focal lesions. Approach: We utilized a novel two-pass masking technique and reconstruction procedure in combination with a recently developed virtual brain grafting tool for brain repair. Results: Our innovative approach allowed us to generate artefact-free personalised QSM profiles of individual ms-TBI patients with reference to a sample of healthy controls. Impact: We outline an approach to obtain magnetic susceptibility values in the presence of large focal lesions and provide a framework to generate personalised QSM profiles that may be used by clinicians to characterise TBI pathophysiology or implement neuroscience-guided rehabilitation programs.

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 78%
EEG and Brain-Computer Interfaces
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Overcoming challenges of quantitative susceptibility mapping in moderate-to-severe TBI patients — Kieran O’Brien, Alex Burmester, 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 (2024) | TGRS Research Map | TGRS