Status of on-scanner gradient nonlinearity bias correction for extension to diffusion kurtosis imaging in multi-vendor setting
Motivation: Clinical oncology imaging trials utilize non-Gaussian diffusion kurtosis imaging (DKI) metrics to improve diagnostic accuracy and therapy response monitoring. Goal(s): Our ongoing multi-institution project is testing the extension of vendor-provided on-scanner implementations of correction for gradient non-linearity (GNL) bias in Gaussian apparent diffusion coefficient (ADC) for DKI applications. Approach: Previously developed formalism for correction of multiplicative GNL bias in DKI parameters is applied using b-value maps or via corrected diffusion weighted images (DWI). Results: This work evaluates feasibility of using on-scanner generated multi-b DWI outputs for DKI GNL correction across three MRI platforms in a quantitative phantom with non-Gaussian diffusion materials. Impact: Feasibility of diffusion kurtosis parameter correction for gradient nonlinearity bias using vendor-provided on-scanner outputs is tested across three MR vendor systems in a quantitative non-Gaussian diffusion phantom. Correction integration with other DWI enhancements is found necessary for the best performance.
Authors
- Debosmita Biswas (ORCID: https://orcid.org/0000-0002-0798-5637)
- Savannah C. Partridge (ORCID: https://orcid.org/0000-0001-6370-9111)
- Thomas L. Chenevert (ORCID: https://orcid.org/0000-0003-1476-4274)
- Ramesh Paudyal (ORCID: https://orcid.org/0000-0003-0302-211X)
- Alfonso Lema-Dopico
- Nola Hylton
- Lisa J. Wilmes
- Amita Shukla‐Dave (ORCID: https://orcid.org/0000-0001-7456-3197)
- Luca Marinelli (ORCID: https://orcid.org/0000-0001-7775-5952)
- Nastaren Abad (ORCID: https://orcid.org/0000-0002-7020-0492)
- Ramin Jafari (ORCID: https://orcid.org/0000-0002-1853-6677)
- Jan Peters (ORCID: https://orcid.org/0000-0002-5266-8091)
- Dariya Malyarenko (ORCID: https://orcid.org/0000-0003-0403-1501)
- Omar Darwish (ORCID: https://orcid.org/0000-0001-8346-7148)
- Wen Li (ORCID: https://orcid.org/0009-0008-7783-9775)
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/10.58530/2025/4802
- Primary Topic
- Advanced Neuroimaging Techniques and Applications
- Type
- article
- Field-Weighted Citation Impact
- 0.00