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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Xiaoyi Zeng

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Review Aug 2026

Noninvasive Characterization of Tumor Heterogeneity in Locally Advanced Nasopharyngeal Carcinoma: From Progression-Free Survival Prediction to Biological Correlates.

BACKGROUND Locally advanced nasopharyngeal carcinoma (LA-NPC) shows substantial variability in progression-free survival (PFS) despite radiotherapy-based treatment. Clinical factors and conventional radiomics may not adequately characterize the spatial organization of intratumoral heterogeneity. Whether topology-aware...

Wei Li, Ming Yi, Guo Chen et al. · 0 citations

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