MouseFlow: a pipeline for mouse brain diffusion MRI data, generating tractograms and diffusion metrics with quality controls

Motivation: Diffusion MRI in rodents has significant potential to enhance our understanding of brain networks. Goal(s): MouseFlow provides a fully automated diffusion image processing pipeline for the mouse brain that enhances reproducibility and quality of processing and analysis, addressing a crucial need in the field. Approach: This pipeline generates diffusion metrics, tractograms, and incorporates quality control measures to promote reproducibility. Results: We tested the pipeline under varying parameters, including sequence, field strength, pathologies, and resolution. MouseFlow supports reproducible practices, fostering progress in translational neuroscience research. Impact: MouseFlow enables researchers studying the rodent brain to standardise diffusion MRI workflows, improving reproducibility and comparability between studies. It facilitates studying brain connectivity in healthy and pathological conditions, advancing translational neuroscience with more robust and reliable data.

Authors

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
2025-09-16
DOI
https://doi.org/10.58530/2025/0842
Primary Topic
Advanced Neuroimaging Techniques and Applications
Type
article
Field-Weighted Citation Impact
0.00
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article

MouseFlow: a pipeline for mouse brain diffusion MRI data, generating tractograms and diffusion metrics with quality controls

Alex Valcourt Caron, Elise Cosenza, Maxime Descoteaux, Sylvain Miraux et al.
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
Advanced Neuroimaging Techniques and Applications
article

MouseFlow: a pipeline for mouse brain diffusion MRI data, generating tractograms and diffusion metrics with quality controls

Alex Valcourt Caron, Elise Cosenza, Maxime Descoteaux, Sylvain Miraux, Arnaud Boré, Valéry Ozenne, Laurent Petit, Aurélien J. Trotier
article en

Abstract

Motivation: Diffusion MRI in rodents has significant potential to enhance our understanding of brain networks. Goal(s): MouseFlow provides a fully automated diffusion image processing pipeline for the mouse brain that enhances reproducibility and quality of processing and analysis, addressing a crucial need in the field. Approach: This pipeline generates diffusion metrics, tractograms, and incorporates quality control measures to promote reproducibility. Results: We tested the pipeline under varying parameters, including sequence, field strength, pathologies, and resolution. MouseFlow supports reproducible practices, fostering progress in translational neuroscience research. Impact: MouseFlow enables researchers studying the rodent brain to standardise diffusion MRI workflows, improving reproducibility and comparability between studies. It facilitates studying brain connectivity in healthy and pathological conditions, advancing translational neuroscience with more robust and reliable data.

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
Openalex Percentile: Top 65%
Advanced Neuroimaging Techniques and Applications
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MouseFlow: a pipeline for mouse brain diffusion MRI data, generating tractograms and diffusion metrics with quality controls — Alex Valcourt Caron, Elise Cosenza, et al. · 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 (2025) | TGRS Research Map | TGRS