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
- Chaoyang Jin (ORCID: https://orcid.org/0000-0002-9749-8962)
- Xiaoyu Jiang (ORCID: https://orcid.org/0000-0002-0369-6301)
- John C. Gore (ORCID: https://orcid.org/0000-0002-9480-0900)
- Junzhong Xu (ORCID: https://orcid.org/0000-0001-7895-4232)
- S. Adhikari (ORCID: https://orcid.org/0000-0001-9288-8008)
- Yuankai Huo (ORCID: https://orcid.org/0000-0002-2096-8065)
- Jian Wang (ORCID: https://orcid.org/0000-0001-7356-8789)
- Jingping Xie
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
- Field-Weighted Citation Impact
- 0.00