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Showing 1–6 of 6 results
Advanced filters: Author: Heather Cole-Lewis Clear advanced filters

  • Identifying a complex panel of bias dimensions to be evaluated, a framework is proposed to assess how prone large language models are to biased reasoning, with possible consequences on equity-related harms, and is applied to a large-scale and diverse user survey on Med-PaLM 2.

    • Stephen R. Pfohl
    • Heather Cole-Lewis
    • Karan Singhal
    ResearchOpen Access
    Nature Medicine
    Volume: 30, P: 3590-3600

  • With an improved framework for model development and evaluation, a large language model is shown to provide answers to medical questions that are comparable or preferred with respect to those provided by human physicians.

    • Karan Singhal
    • Tao Tu
    • Vivek Natarajan
    ResearchOpen Access
    Nature Medicine
    Volume: 31, P: 943-950

  • Med-PaLM, a state-of-the-art large language model for medicine, is introduced and evaluated across several medical question answering tasks, demonstrating the promise of these models in this domain.

    • Karan Singhal
    • Shekoofeh Azizi
    • Vivek Natarajan
    ResearchOpen Access
    Nature
    Volume: 620, P: 172-180

  • A systematic review, combined with a stakeholder survey, presents an overview of current practices and recommendations for dataset curation in health, with specific focuses on data diversity and artificial intelligence-based applications.

    • Anmol Arora
    • Joseph E. Alderman
    • Xiaoxuan Liu
    ResearchOpen Access
    Nature Medicine
    Volume: 29, P: 2929-2938