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D. Stylianakis

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Review Open access Sep 2026

AI-driven multi-omics biomarkers in precision breast cancer therapeutics: from discovery to clinical translation

Breast cancer is biologically heterogeneous, yet conventional clinical decisions rely on static, single-marker proxies (ER, PR, HER2, and Ki-67) that capture only a narrow slice of tumor biology. This mini-review argues that AI-driven multi-omics biomarkers offer a valuable shift toward systems-level, model-derived pro...

D. Stylianakis, R. Sánchez-Bayona, N. Denaro et al. · 0 citations

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