A framework for determining regions of significant anisotropy in whole body diffusion tensor imaging. A simulation and patient study.

Motivation: Reporting the uncertainty of quantitative parameters from MRI studies, such as fractional anisotropy, can significantly enhance the radiological interpretation of derived images. Current techniques lack metrics to indicate uncertainty of FA measures. Goal(s): Difference in Bayesian Information Criterion as a fast method to visualise and compare, the likelihoods of isotropic versus anisotropic models of diffusivity. Approach: The BIC method is validated in a simulation study that probes biologically-relevant FA values outside the brain, and in real patients with metastatic prostate and breast cancer who underwent whole-body DTI. Results: ΔBIC metric is robust to determine where FA is present in whole-body DWI exams. Impact: This method shows the robustness of ΔBIC to indicate significant diffusion anisotropy at each anatomical location.

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/10.58530/2025/2448
Primary Topic
Advanced Neuroimaging Techniques and Applications
Type
article
Field-Weighted Citation Impact
0.00
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article

A framework for determining regions of significant anisotropy in whole body diffusion tensor imaging. A simulation and patient study.

Brandon Whitcher, Matthew Blackledge, Antonio Candito, Silvia Bottazzi 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
Advanced Neuroimaging Techniques and Applications
article

A framework for determining regions of significant anisotropy in whole body diffusion tensor imaging. A simulation and patient study.

Brandon Whitcher, Matthew Blackledge, Antonio Candito, Silvia Bottazzi, Dow‐Mu Koh, Christina Messiou, Nina Tunariu, Georgina Hopkinson, Sheng Yu
article en

Abstract

Motivation: Reporting the uncertainty of quantitative parameters from MRI studies, such as fractional anisotropy, can significantly enhance the radiological interpretation of derived images. Current techniques lack metrics to indicate uncertainty of FA measures. Goal(s): Difference in Bayesian Information Criterion as a fast method to visualise and compare, the likelihoods of isotropic versus anisotropic models of diffusivity. Approach: The BIC method is validated in a simulation study that probes biologically-relevant FA values outside the brain, and in real patients with metastatic prostate and breast cancer who underwent whole-body DTI. Results: ΔBIC metric is robust to determine where FA is present in whole-body DWI exams. Impact: This method shows the robustness of ΔBIC to indicate significant diffusion anisotropy at each anatomical location.

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 65%
Advanced Neuroimaging Techniques and Applications
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A framework for determining regions of significant anisotropy in whole body diffusion tensor imaging. A simulation and patient study. — Brandon Whitcher, Matthew Blackledge, 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 (2025) | TGRS Research Map | TGRS