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Artificial intelligence-enabled liquid biopsy in cancer: a systematic review and meta- analysis of diagnostic performance and biological implications

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Background: Liquid biopsy offers a minimally invasive approach for cancer detection and monitoring, but its diagnostic performance is often limited by low signal abundance and biological noise. Artificial intelligence (AI) has be... ...