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

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Yun-Hua Li

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Review Open access Jun 2026

Decoding Intratumoral Heterogeneity in Breast Cancer: The Evolution From Radiomics to Topological Quantification for Predicting Lymphovascular Invasion

Lymphovascular invasion (LVI) is a critical independent prognostic factor in invasive breast cancer and is strongly associated with early recurrence and distant metastasis. Accurate preoperative assessment of LVI is therefore essential for treatment planning. However, conventional needle biopsy is limited by spatial sa...

Z. Zuo, Yun-Hua Li, Ying Zeng · 0 citations

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