• Spot lies. Build trust.

    Health Guard


  • Health Guard

    Health Guard utilizes machine learning and large language models to detect medical fabrication, then provides users with feedback about the article, helping to identify falsehoods and build trust.

  • Our motivation...

    As the internet becomes more popular, more online medical fabrication has occurred. And we, as victims, decided to create a plug-in that can help every internet user.

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  • Let's read some statistics...

    Sources for HealthGuard Data

    15%

    Long Wait Times for Medical Care

    Merritt Hawkins, “Survey of Physician Appointment Wait Times,” 2022.

    $100–$200

    High Healthcare Costs

    KFF (Kaiser Family Foundation), Health Care Cost and Utilization Report, 2023.

    26 days

    Wait time to see a primary care doctor

    Merritt Hawkins, “Survey of Physician Appointment Wait Times,” 2022.

    70%

    People search online for health info

    Pew Research Center, Teens, Health, and Technology, 2022.

    >30%

    Annual growth rate of AI-healthcare

    MarketsandMarkets, AI in Healthcare Market Forecast 2023–2030.

    75%

    encounter inaccurate content

    Smith, J., & Lee, A. (2025). Accuracy of online health information: Risks and user behavior. arXiv.