331-02-002 / 331-02-002 ISMRM Abstract

Evaluating DeepSeek-OCR Embeddings on Single-Slice MRI: From 0.064 T to 3 T

Primary: Physics & Engineering - Low-Field MRI

Secondary: Analysis Methods - Data Processing

331-02-002 · AI Frontiers in Image Analysis · Monday, 11 May, 1:50 PM–3:06 PM · Roof Terrace

Accepted

Long Wang¹, Zhihao Zhang¹, Zechen Zhou ¹, Ajit Shankaranarayanan¹

¹Subtle Medical Inc, Menlo Park, United States of America

Presenting Author: Zechen Zhou

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References

1. Wei H, Sun Y, Li Y. DeepSeek-OCR: Contexts Optical Compression. arXiv preprint arXiv:2510.18234. Published October 21, 2025.

2. Jones SR, Rosen MS, Cooley CZ, et al. 64 mT + 3 T Paired Brain MRI Dataset for Cross-Field and Contrast Analysis. Zenodo; 2025. doi:10.5281/zenodo.15374450 [doi]

3. Rousseeuw PJ. Silhouettes: A graphical aid to the interpretation and validation of cluster analysis. Comput Appl Math. 1987;20:53-65. doi:10.1016/0377-0427(87)90125-7 [doi]

4. Calinski T, Harabasz J. A dendrite method for cluster analysis. Commun Stat. 1974;3(1):1-27. doi:10.1080/03610927408827101 [doi]

5. Davies DL, Bouldin DW. A cluster separation measure. IEEE Trans Pattern Anal Mach Intell. 1979;1(2):224-227. doi:10.1109/TPAMI.1979.4766909 [doi]

Cite this abstract

http://echo.ismrm.org/p/ISMRM2026/331-02-002