New linear IVIM model yields accurate perfusion fraction, with fast fitting, image acquisition, and uncertainty estimates.

Motivation: Intra-voxel incoherent motion imaging (IVIM) suffers from long acquisition times due to the number of low b-values typically required, which limits clinical use. Goal(s): To develop a faster linearised method of IVIM modelling requiring fewer b-values to approximate the perfusion fraction with uncertainty estimation. Approach: Compare our linear IVIM fitting using 4 b-values and with conventional biexponential modelling using 8 b-values in 26 patients with retroperitoneal sarcoma. Results: Strong agreement in perfusion fraction estimates between the two models. Impact: The proposed linear model could estimate the perfusion fraction and associated uncertainty in a broader range of clinical applications where acquisition time may be constrained (body DWI for example).

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/10.58530/2024/2598
Primary Topic
Advanced MRI Techniques and Applications
Type
article
Field-Weighted Citation Impact
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article

New linear IVIM model yields accurate perfusion fraction, with fast fitting, image acquisition, and uncertainty estimates.

Jessica Winfield, Matthew Blackledge, Dow‐Mu Koh, Annemarie Knill 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 MRI Techniques and Applications
article

New linear IVIM model yields accurate perfusion fraction, with fast fitting, image acquisition, and uncertainty estimates.

Jessica Winfield, Matthew Blackledge, Dow‐Mu Koh, Annemarie Knill, Christina Messiou
article en

Abstract

Motivation: Intra-voxel incoherent motion imaging (IVIM) suffers from long acquisition times due to the number of low b-values typically required, which limits clinical use. Goal(s): To develop a faster linearised method of IVIM modelling requiring fewer b-values to approximate the perfusion fraction with uncertainty estimation. Approach: Compare our linear IVIM fitting using 4 b-values and with conventional biexponential modelling using 8 b-values in 26 patients with retroperitoneal sarcoma. Results: Strong agreement in perfusion fraction estimates between the two models. Impact: The proposed linear model could estimate the perfusion fraction and associated uncertainty in a broader range of clinical applications where acquisition time may be constrained (body DWI for example).

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 MRI Techniques and Applications
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