A GPU-Accelerated Software Toolbox for Simulation and Analysis of Diffusion MRI in Microstructures with a Graphical User Interface
Motivation: Simulation and analysis of diffusion MRI (dMRI) in microstructures requires specialized expertise that limits its wide usage. Goal(s): To provide an easy-to-use dMRI software package to enable end users to simulate and analyze diffusion in complex media. Approach: MATI is written using object-oriented programming in two versions (MATLAB and Python) and can be used via a GUI or scripts. It can handle typical diffusion pulse sequences and various microstructures for data fitting, and arbitrary digitalized microstructures for simulating dMRI with GPU acceleration. Results: A GPU-accelerated dMRI simulation and data fitting toolbox with a GUI has been developed for public use. Impact: MATI, a GPU-accelerated toolbox for simulating and analyzing dMRI signals in various microstructures with a graphical user interface (GUI), has been developed. This easy-to-use package enables non-expert and expert users to simulate and analyze diffusion MRI signals in complex media.
Authors
- Xiaoyu Jiang (ORCID: https://orcid.org/0000-0002-0369-6301)
- John C. Gore (ORCID: https://orcid.org/0000-0002-9480-0900)
- Junzhong Xu (ORCID: https://orcid.org/0000-0001-7895-4232)
- N. Yan (ORCID: https://orcid.org/0000-0003-4978-550X)
- David S. Smith (ORCID: https://orcid.org/0000-0002-1615-2231)
- Sean P. Devan
- Kevin D. Harkins (ORCID: https://orcid.org/0000-0003-3579-9273)
- Zhongliang Zu (ORCID: https://orcid.org/0000-0001-7361-7480)
- Adithya Pamulaparthi
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/10.58530/2024/2407
- Citations
- 1
- Primary Topic
- Advanced MRI Techniques and Applications
- Type
- article
- Field-Weighted Citation Impact
- 0.40