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Narmeen Shaikh

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Review Open access Oct 2026

From image biomarkers to treatment decisions: multimodal AI and clinical translation in gynecologic oncology

Artificial intelligence (AI) is rapidly expanding across gynecologic oncology, but most applications remain focused on image interpretation and retrospective prediction rather than direct support of treatment decisions. This review examines how AI is progressing from imaging biomarkers toward multimodal decision-suppor...

Mohamad Bakir, Mohammad Al Masri, Yousef Mushtaha et al. · 0 citations

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