Multi b-value Reverse Polarity Gradient Distortion Correction for Breast Diffusion-Weighted MRI
Motivation: DW-MRI holds great potential in improving specificity in breast cancer screening (BCS). This technique uses Echo-Planar imaging (EPI) and is sensitive to distortion due to spatial magnetic inhomogeneity. Correcting such distortion is key, especially when evaluating quantitative biomarkers. Goal(s): To study multi b-value Reverse Polarity Gradient (mRPG), originally developed for prostate DWI (abstract #4789), in comparison to standard RPG and FSL topup. Approach: A breast phantom scan and a BCS patient dataset were distortion corrected with the three methods. Results: mRPG showed better performance than RPG and topup, especially in ADC maps where they yield a misleading improvement of EPI distortions. Impact: mRPG demonstrated improved performance compared to RPG and topup in correcting distortions. Normalizing DWI volumes across b-values eliminates intensity changes resulting from distortions and solves overfitting issue where Jacobian intensity correction (JIC) makes up for underestimation of tissue displacement.
Authors
- Joshua Kuperman (ORCID: https://orcid.org/0000-0002-7890-4785)
- Rebecca Rakow‐Penner (ORCID: https://orcid.org/0000-0002-2566-1978)
- Elin Lundström (ORCID: https://orcid.org/0000-0003-2955-4958)
- Stéphane Loubrie (ORCID: https://orcid.org/0009-0009-0526-2281)
- Tyler M. Seibert (ORCID: https://orcid.org/0000-0002-4089-7399)
- Summer Batasin
- Anders M. Dale (ORCID: https://orcid.org/0000-0002-6126-2966)
- Christopher C. Conlin (ORCID: https://orcid.org/0000-0003-4509-8702)
- Ana E. Rodríguez‐Soto (ORCID: https://orcid.org/0000-0002-9544-547X)
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/10.58530/2024/4609
- Citations
- 1
- Primary Topic
- MRI in cancer diagnosis
- Type
- article
- Field-Weighted Citation Impact
- 0.40