Towards Reproducible Intravoxel Incoherent Motion (IVIM) Analysis: The ISMRM Open Science Initiative for Perfusion Imaging
Motivation: Lack of validated and open-source intravoxel incoherent motion (IVIM) post-processing and fitting code is hindering reproducible research, limiting the validation and large-scale roll-out of IVIM imaging. Goal(s): To create an open-source code repository for IVIM-related code. Approach: Scientists interested in IVIM are encouraged to upload their code to our open-source code repository built by the ISMRM OSIPI task force 2.4, where automated testing and evaluation based on reference data are used to enable quality control of the code. Results: As of November 2023, 19 code contributions have been submitted by 6 different institutes, all passing automated testing. Impact: The work of ISMRM OSIPI task force 2.4 enables an open-source platform for validated code relevant to intravoxel incoherent motion (IVIM) imaging, thus reducing duplicate development, improving reproducibility, and serving as a benchmark for future methods.
Authors
- Oliver J. Gurney‐Champion (ORCID: https://orcid.org/0000-0003-1750-6617)
- Daan Kuppens (ORCID: https://orcid.org/0000-0001-8302-0004)
- Petra J. van Houdt (ORCID: https://orcid.org/0000-0001-7431-8386)
- Paulien Voorter (ORCID: https://orcid.org/0000-0002-2724-4502)
- Merel M. van der Thiel (ORCID: https://orcid.org/0000-0001-7190-2157)
- Oscar Jalnefjord (ORCID: https://orcid.org/0000-0003-2741-5890)
- Eric S. Peterson (ORCID: https://orcid.org/0009-0008-4287-9195)
- Ivan Rashid
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/10.58530/2024/0540
- Primary Topic
- Advanced MRI Techniques and Applications
- Type
- article
- Field-Weighted Citation Impact
- 0.00