Tailored Parameter Optimization Framework for Time-dependent Diffusion MRI: Feasibility in Multi-Region Body Imaging at 5.0T

Motivation: Time-dependent diffusion MRI (td-dMRI) offers valuable microstructural insights but faces clinical challenges due to sensitivity to acquisition parameters and system variability. Goal(s): This study aims to develop an optimization framework for OGSE and PGSE parameters tailored to specific MRI systems and anatomical regions, enhancing the stability and accuracy of quantitative estimations across different SNR levels. Approach: This framework uses a genetic algorithm to optimize OGSE and PGSE parameters with system performance and tissue-specific SNR constraints, validated on a 5.0T MRI system. Results: Optimized parameters achieved lower estimation errors and higher stability compared to values typically derived from conventional literature. Impact: This framework supports broader clinical adoption of td-dMRI by enhancing diagnostic reliability, enabling multi-center standardization, and extending the approach's applicability to other diffusion imaging models.

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/10.58530/2025/0769
Primary Topic
Advanced MRI Techniques and Applications
Type
article
Field-Weighted Citation Impact
0.00
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article

Tailored Parameter Optimization Framework for Time-dependent Diffusion MRI: Feasibility in Multi-Region Body Imaging at 5.0T

Jianmin Yuan, Xijing Zhang, Jiayu Zhu, Hongwei Li 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 MRI Techniques and Applications
article

Tailored Parameter Optimization Framework for Time-dependent Diffusion MRI: Feasibility in Multi-Region Body Imaging at 5.0T

Jianmin Yuan, Xijing Zhang, Jiayu Zhu, Hongwei Li, Hao Li, He Wang, Zhiyuan Zhang, Lili Wang, W. Cai
article en

Abstract

Motivation: Time-dependent diffusion MRI (td-dMRI) offers valuable microstructural insights but faces clinical challenges due to sensitivity to acquisition parameters and system variability. Goal(s): This study aims to develop an optimization framework for OGSE and PGSE parameters tailored to specific MRI systems and anatomical regions, enhancing the stability and accuracy of quantitative estimations across different SNR levels. Approach: This framework uses a genetic algorithm to optimize OGSE and PGSE parameters with system performance and tissue-specific SNR constraints, validated on a 5.0T MRI system. Results: Optimized parameters achieved lower estimation errors and higher stability compared to values typically derived from conventional literature. Impact: This framework supports broader clinical adoption of td-dMRI by enhancing diagnostic reliability, enabling multi-center standardization, and extending the approach's applicability to other diffusion imaging models.

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 MRI Techniques and Applications
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Tailored Parameter Optimization Framework for Time-dependent Diffusion MRI: Feasibility in Multi-Region Body Imaging at 5.0T — Jianmin Yuan, Xijing Zhang, 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