Use Cases

Advancing medical and biomedical research with cutting edge data annotation capabilities.

Use Cases

Advancing medical and biomedical research with cutting edge data annotation capabilities.

  • Clinical decision making

    Researchers are exploring ways to improve clinical decision making, whether through improved skill assessment and development, or through AI-enabled tools proven to enhance performance.


    • Medical education
    • AI-enabled clinical decision support
  • AI development

    Increasingly AI developers and researchers are partnering to develop AI and ML algorithms that can advance the medical and life sciences.


    • Training datasets
    • Test and validation datasets
    • Dataset insights
  • Data analysis

    Researchers across medical and biological disciplines are leveraging large and diverse datasets for analysis and discovery.


    • Normalizing ‘dirty’ data
    • Annotating features within datasets

Why Seen Labs

Why Seen Labs

  • Speed and scale

    Access large pool of annotations weekly from am established network of medical experts, taking models from exploratory analysis to deployment in weeks, not months.

  • Quality by design

    Experience how label quality is built into the Seen Labs system, with frequent performance measurement and performance-based compensation.

  • Advanced dataset insights

    Leverage more reliable statistical information to inform your algorithm training plan.

  • Privacy and security

    Worry less with leading privacy and security capabilities.

  • Health data focused

    Lean on Seen Labs’ expertise as the only annotation company focused on health, biological and scientific data.

  • All data types

    From pathology slides to surgical video to unstructured clinical notes, get all of your annotation needs in one single platform.

  • Speed and scale

    Access millions of annotations weekly from a network of thousands of medical experts, taking models from exploratory analysis to deployment in weeks, not months.

  • Quality by design

    Experience how label quality is built into the Seen Labs system, with frequent performance measurement and pay-for-performance incentives.

  • Advanced dataset insights

    Leverage more reliable statistical information to inform your algorithm training plan.

  • Privacy and security

    Worry less with leading privacy and security capabilities.

  • Health data focused

    Lean on Seen Labs’ expertise as the only annotation company focused on health, biological and scientific data.

  • All data types

    From pathology slides to surgical video to unstructured clinical notes, get all of your annotation needs in one single platform.

Ready to accelerate your AI development?