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Reproducible Tract Profiles 2 (RTP2) suite, from diffusion MRI acquisition to clinical practice and research
Garikoitz Lerma-Usabiaga1,2,3,4, Mengxing Liu5, Pedro M Paz-Alonso5,6
1Department of Psychology, Stanford University, 450 Serra Mall, Jordan Hall Building, Stanford, CA, 94305, USA. garikoitz@gmail.com.
Scientific Reports
|April 12, 2023
Summary
Reproducible Tract Profiles 2 (RTP2) offers automated, flexible methods for analyzing anatomical MRI and diffusion MRI data. This tool ensures reproducible tractography and reliable diffusion metrics for research and clinical use.
Area of Science:
- Neuroimaging
- Biomedical Engineering
Background:
- Diffusion MRI analysis demands specialized expertise for reproducible results.
- Rapid advancements in Diffusion MRI necessitate robust analytical tools.
Purpose of the Study:
- Introduce Reproducible Tract Profiles 2 (RTP2), an automated platform for analyzing anatomical MRI and diffusion-weighted imaging (DWI) data.
- To provide a flexible and reliable tool for reproducible tractography.
Main Methods:
- RTP2 processes structural MRI and DWI data through serialized containerized analyses.
- Utilizes DWI algorithms to identify white-matter tracts and derive summary metrics.
- Features a flexible architecture with programmatic control over computations.
Main Results:
- The platform facilitates the analysis of anatomical MRI and DWI data.
- Enables the generation of reproducible white-matter tract profiles.
- Provides reliable, state-of-the-art diffusion metrics at individual and group levels.
Conclusions:
- RTP2 is a user-friendly, automated tool for reproducible tractography.
- The platform supports basic research and clinical practice with reliable diffusion metrics.
- Developed and tested over 20 years, ensuring robustness and usability.

