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Showing 1–4 of 4 results
Advanced filters: Author: Jack Gallifant Clear advanced filters
  • Digital transformation offers unprecedented opportunities for advancing healthcare, but also raises complex ethical and legal challenges. Emerging drivers of health disparity termed ‘digital determinants of health’ call for purposeful, equity-focused strategies to ensure that technological innovation benefits all without exacerbating disparities.

    • Jack Gallifant
    • Leo Anthony Celi
    • Robin L. Pierce
    Comments & Opinion
    Nature Reviews Nephrology
    Volume: 19, P: 749-750
  • TRIPOD-LLM (transparent reporting of a multivariable model for individual prognosis or diagnosis–large language model) is a checklist of items considered essential for good reporting of studies that are developing or evaluating an LLM for use in healthcare settings. It is a ‘living guideline’ that emphasizes transparency, human oversight and task-specific performance reporting.

    • Jack Gallifant
    • Majid Afshar
    • Danielle S. Bitterman
    Reviews
    Nature Medicine
    Volume: 31, P: 60-69
  • Healthcare AI faces an ethical dilemma between selective and equitable deployment, exacerbated by flawed performance metrics. These metrics inadequately capture real-world complexities and biases, leading to premature assertions of effectiveness. Improved evaluation practices, including continuous monitoring and silent evaluation periods, are crucial. To address these fundamental shortcomings, a paradigm shift in AI assessment is needed, prioritizing actual patient outcomes over conventional benchmarking.

    • Jack Gallifant
    • Danielle S. Bitterman
    • Robin L. Pierce
    News & ViewsOpen Access
    npj Digital Medicine
    Volume: 7, P: 1-3