Correcting temperature related diffusivity drift for postmortem diffusion MRI
Motivation: In diffusion MRI, large post-mortem samples reach steady-state temperature and diffusivity only after a very long scan time. Goal(s): Our goal was to use data during steady-state temperature adaptation to model changing diffusivity and still obtain reliable tissue orientations. Approach: We estimated the diffusivities at steady-state temperature with a subset of the data and computed the temperature correction coefficients from the difference between predicted and measured data. Results: The corrected data has greatly increased test-retest agreement and angular accuracy of fiber orientation estimates. Impact: Accelerate post-mortem diffusion MRI by replacing dummy scans with our new data-driven temperature modeling.
Authors
- Michael Paquette (ORCID: https://orcid.org/0000-0002-8917-3391)
- Alfred Anwander (ORCID: https://orcid.org/0000-0002-4861-4808)
- Cornelius Eichner (ORCID: https://orcid.org/0000-0001-5611-6748)
- Christian Bock (ORCID: https://orcid.org/0000-0003-0052-3090)
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/10.58530/2024/2423
- Primary Topic
- Advanced Neuroimaging Techniques and Applications
- Type
- article
- Field-Weighted Citation Impact
- 0.00