A 200-micron structural connectivity atlas of the post-mortem human brain using HPC global tractography on the Chenonceau dataset

Motivation: Questions about the complete structural connectivity of the human brain remain unresolved. There is a need for high-resolution mapping to unveil finer-scale connections that conventional techniques may miss. Goal(s): This study aims to combine a high-resolution post-mortem human brain dataset with an advanced global tractography algorithm to achieve unprecedented levels of detail. Approach: We used ExaTract, a massively parallelized global tractography approach dedicated to supercomputer architecture, and fiber clustering methods to process the Chenonceau dataset at the mesoscale. Results: This work produced the first mesoscale atlas of human brain connectivity using global tractography, mapping structural connections at resolutions finer than previously achieved. Impact: This deep phenotyping approach represents a significant advance in the human brain structural connectivity mapping. Including subcortical and intracortical connections at very high level of details, it provides a valuable reference dataset for comparison with conventional MRI tractography in vivo.

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/10.58530/2025/0395
Primary Topic
Advanced Neuroimaging Techniques and Applications
Type
article
Field-Weighted Citation Impact
0.00
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article

A 200-micron structural connectivity atlas of the post-mortem human brain using HPC global tractography on the Chenonceau dataset

Bastien Herlin, Christophe Destrieux, Markus Axer, Ivy Uszynski 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

A 200-micron structural connectivity atlas of the post-mortem human brain using HPC global tractography on the Chenonceau dataset

Bastien Herlin, Christophe Destrieux, Markus Axer, Ivy Uszynski, Felix Matuschke, Simon Legeay, Cyril Poupon
article en

Abstract

Motivation: Questions about the complete structural connectivity of the human brain remain unresolved. There is a need for high-resolution mapping to unveil finer-scale connections that conventional techniques may miss. Goal(s): This study aims to combine a high-resolution post-mortem human brain dataset with an advanced global tractography algorithm to achieve unprecedented levels of detail. Approach: We used ExaTract, a massively parallelized global tractography approach dedicated to supercomputer architecture, and fiber clustering methods to process the Chenonceau dataset at the mesoscale. Results: This work produced the first mesoscale atlas of human brain connectivity using global tractography, mapping structural connections at resolutions finer than previously achieved. Impact: This deep phenotyping approach represents a significant advance in the human brain structural connectivity mapping. Including subcortical and intracortical connections at very high level of details, it provides a valuable reference dataset for comparison with conventional MRI tractography in vivo.

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 64%
Advanced Neuroimaging Techniques and Applications
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