Influence of Diffusion Time and Gradient Strength on the Estimation of Cell Size in MRI Cytometry

Motivation: To investigate the influence of diffusion time and gradient strength on the estimation of cell size in tumors in MRI cytometry. Goal(s): To find optimal diffusion time range and gradient strength to estimate tumor cell size. Approach: Two animal tumor models (B16 and MC38) were used. Cell size (d) was estimated utilizing VERDICT, IMPULSED and OGSE only methods at maximum gradient strengths. MRI-derived cell size was compared with histology ground truth. Results: VERDICT overestimated cell size compared to IMPULSED and OGSE only methods at gradient strength 65mT/m. Accuracy of cell size estimation increases with gradient strength but should cover broad diffusion time range. Impact: OGSE only and IMPULSED derived mean cell size were comparable at all gradient strengths while VERDICT overestimated the mean cell size at 65mT/m suggesting to include OGSE in estimating tumor cell size.

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/10.58530/2025/0762
Primary Topic
Cell Image Analysis Techniques
Type
article
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article

Influence of Diffusion Time and Gradient Strength on the Estimation of Cell Size in MRI Cytometry

Chaoyang Jin, Xiaoyu Jiang, John C. Gore, Junzhong Xu 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
Cell Image Analysis Techniques
article

Influence of Diffusion Time and Gradient Strength on the Estimation of Cell Size in MRI Cytometry

Chaoyang Jin, Xiaoyu Jiang, John C. Gore, Junzhong Xu, S. Adhikari, Yuankai Huo, Jian Wang, Jingping Xie
article en

Abstract

Motivation: To investigate the influence of diffusion time and gradient strength on the estimation of cell size in tumors in MRI cytometry. Goal(s): To find optimal diffusion time range and gradient strength to estimate tumor cell size. Approach: Two animal tumor models (B16 and MC38) were used. Cell size (d) was estimated utilizing VERDICT, IMPULSED and OGSE only methods at maximum gradient strengths. MRI-derived cell size was compared with histology ground truth. Results: VERDICT overestimated cell size compared to IMPULSED and OGSE only methods at gradient strength 65mT/m. Accuracy of cell size estimation increases with gradient strength but should cover broad diffusion time range. Impact: OGSE only and IMPULSED derived mean cell size were comparable at all gradient strengths while VERDICT overestimated the mean cell size at 65mT/m suggesting to include OGSE in estimating tumor cell size.

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 82%
Cell Image Analysis Techniques
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Influence of Diffusion Time and Gradient Strength on the Estimation of Cell Size in MRI Cytometry — Chaoyang Jin, Xiaoyu Jiang, 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