Zi-Yi Guo

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Wen-Tao Zhou (1)Kai-Lin Zou (1)

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Sep 17, 2026

Zi-Yi Guo +2Sep 17, 2026

Mapping the physical topology of the tumor immune microenvironment: macroscopic image fractals as surrogate markers for immune exclusion phenotype and treatment resistance in colorectal cancer liver metastases

The IRJS model enables robust spatiotemporal assessment of immune evasion, offering multidisciplinary teams a potential framework to explore non-invasive biopsy decisions, prognostic stratification, and provide exploratory insights into potential immunotherapy resistance.

Zi-Yi Guo, Wen-Tao Zhou, Kai-Lin Zou

Zi-Yi Guo

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Zi-Yi Guo

Publication activitypapers/week, last 8 weeks

Frequent co-authors

Papers (1)