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Author

Carmen Socaciu

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Review Open access Sep 2026

Polyphenols as Modulators of Oxidative Stress and Inflammation in Endometriosis: Molecular Mechanisms and Clinical Perspectives

Endometriosis, a chronic inflammatory condition affecting up to 10% of reproductive-age individuals, is characterized by the presence of endometrial-like tissue outside the uterine cavity. Current treatments are based primarily on hormonal therapy, analgesia, and surgery, while additional biologically targeted approach...

C. Iuhas, A. Stǎnilǎ, Carmen Socaciu et al. · 1 citation
Open access Sep 2026

Dimensionality reduction and metabolite panel derivation in urinary metabolomics based on Random Forest with Gini index feature selection.

These findings highlight the advantage of a unified, supervised tree-based strategy capable of delivering stable classification and interpretable dimensionality reduction across independent untargeted metabolomics platforms, providing a structured and transferable framework for metabolomics-driven biomarker discovery a...

Markus Zetes, Vlad Moisoiu, Carmen Socaciu et al. · 0 citations

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