Clinical Guidelines
Commentary & Perspectives

Breaking the Biomarker Bottlenecks: Part 2

  • By

  • February 16, 2026

  • 9 min

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  • 1

    AI enhances diagnostic reproducibility.

  • 2

    It provides accurate quantitative results crucial for therapy decisions.

  • 3

    AI captures more complex biological data than human pathologists.

  • 4

    Multimodal biomarkers are vital for personalized therapies.

  • 5

    Collaboration is necessary for effective patient selection strategies.

  • 6

    Regulatory clarity is essential for technology adoption.

  • 7

    Incremental steps can improve diagnostic methods.

  • 8

    Focus on patient-centered care is imperative.

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