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Small Animal Shanoir (SAS) A Cloud-Based Solution for Managing Preclinical MR Brain Imaging Studies
Michael Kain1, Marjolaine Bodin2, Simon Loury2
1INRIA U1228, INSERM, Université de Rennes, Rennes, France.
Preclinical small animal imaging lacks standardized tools for data sharing and processing. The Small Animal Shanoir (SAS) solution offers open-data compatible tools to improve reproducibility and enable multicenter studies in this field.
Area of Science:
- Preclinical imaging research
- Open science initiatives
- Data management in biomedical research
Background:
- Clinical imaging studies benefit from established data sharing and processing tools, unlike preclinical small animal imaging.
- Standardization and control of initial conditions in animal models across laboratories remain challenging.
- Existing solutions for human imaging are not directly applicable to small animal imaging studies.
Purpose of the Study:
- To introduce the Small Animal Shanoir (SAS) solution for supporting small animal population imaging.
- To promote the use of open data compatible tools in preclinical research.
- To enhance accessibility, reproducibility, and reuse of research outputs in small animal imaging.
Main Methods:
- Development and implementation of the Small Animal Shanoir (SAS) platform.
- Integration of automated workflow tools for data processing and analysis.
- Provision of a centralized system for sharing imaging data and processing pipelines.
Main Results:
- SAS provides tools compatible with open data principles for small animal imaging.
- Automated workflows integrated within SAS ensure research accessibility and reproducibility.
- The platform facilitates data preparation, tool sharing, and participation in multicenter open science studies.
Conclusions:
- SAS represents a significant step towards promoting open science in small animal imaging.
- The solution contributes to the valorization of data and reference pipelines in preclinical research.
- SAS aims to improve the quality and impact of scientific research in the small animal imaging domain.
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