What type of study is this?

This is a Validation Study study.

What question did this study set out to answer?

The review aims to examine the role of biomarkers in cancer detection and treatment.

November 20, 2025CancersOpen Access

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This review highlights advances in biomarkers for cancer using liquid biopsies and AI, suggesting better outcomes in treatment strategies.

The review aims to examine the role of biomarkers in cancer detection and treatment.
Surveys various detection modalities such as liquid biopsies and tissue genomics.
Critically appraises translational challenges like assay standardization and regulatory pathways.
Explores solutions such as AI-driven phenotyping and adaptive trial designs.
Highlights the importance of biomarkers in guiding therapies against tumor heterogeneity.
Suggests that emerging technologies may improve patient outcomes in cancer treatment.

Liu et al. (2025) studied this question.

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This review highlights advances in biomarkers for cancer using liquid biopsies and AI, suggesting better outcomes in treatment strategies.