Impacts of diffusion MRI spatial resolutionon on the short-range association fiber reconstruction and connectivity estimation

Motivation: Short-range association fibers (SAFs) are essential for mediating cortico-cortical communication. However, their accurate mapping requires high-resolution diffusion MRI data since SAFs reside in a ~1.5mm thin layer beneath the cortex. Goal(s): Clarify impact of diffusion image resolution on the estimation of SAFs and connectivity. Approach: Simulated and empirical diffusion data at different resolutions were obtained for reconstructing structural connectivity matrices. SAF connectivity strength was quantified and compared. The volume fraction and fiber orientation of local SAFs were examined. Results: Lower image spatial-resolution leads to disorganized SAF orientation, decreased voxel-wise white matter volume fraction, and underestimation of SAF connectivity strength. Impact: This study demonstrates the poor reconstruction result of SAFs at low resolution, emphasizing the need for high-resolution diffusion imaging for accurately SAF modeling. The gSlider protocol presented in the study could be an ideal choice for SAFs research.

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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/10.58530/2025/4787
Primary Topic
Advanced Neuroimaging Techniques and Applications
Type
article
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article

Impacts of diffusion MRI spatial resolutionon on the short-range association fiber reconstruction and connectivity estimation

Wen Zhong, Congyu Liao, Yang Cong, Qiyuan Tian 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

Impacts of diffusion MRI spatial resolutionon on the short-range association fiber reconstruction and connectivity estimation

Wen Zhong, Congyu Liao, Yang Cong, Qiyuan Tian, David H. Salat, Ziang Wang, Susie Y. Huang, Xiaozhi Cao, Mingxuan Liu, Zihan Li, Haoxiang Li, Jialan Zheng, Hongjia Yang
article en

Abstract

Motivation: Short-range association fibers (SAFs) are essential for mediating cortico-cortical communication. However, their accurate mapping requires high-resolution diffusion MRI data since SAFs reside in a ~1.5mm thin layer beneath the cortex. Goal(s): Clarify impact of diffusion image resolution on the estimation of SAFs and connectivity. Approach: Simulated and empirical diffusion data at different resolutions were obtained for reconstructing structural connectivity matrices. SAF connectivity strength was quantified and compared. The volume fraction and fiber orientation of local SAFs were examined. Results: Lower image spatial-resolution leads to disorganized SAF orientation, decreased voxel-wise white matter volume fraction, and underestimation of SAF connectivity strength. Impact: This study demonstrates the poor reconstruction result of SAFs at low resolution, emphasizing the need for high-resolution diffusion imaging for accurately SAF modeling. The gSlider protocol presented in the study could be an ideal choice for SAFs research.

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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