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September 12, 2024Nature Communications30 citationsOpen Access

The global geography of artificial intelligence in life science research

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LSLeo SchmallenbachTBTill BärnighausenMLMarc Lerchenmueller

Key Points

  • AI life science research shows geographic discrepancies in publication and citation metrics, indicating uneven expertise distribution.
  • Asia leads with total publications, whereas Northern America and Europe produce higher-impact AI research with up to 50% more citations.
  • Analysis included nearly 398,000 publications and 14.5 million citations from 2000 to 2022, assessing productivity and quality-adjusted productivity metrics across regions and fields of expertise.  The findings emphasize the need for more global collaboration to leverage AI's potential in improving health outcomes.

Abstract

Abstract Artificial intelligence (AI) promises to transform medicine, but the geographic concentration of AI expertize may hinder its equitable application. We analyze 397,967 AI life science research publications from 2000 to 2022 and 14.5 million associated citations, creating a global atlas that distinguishes productivity (i.e., publications), quality-adjusted productivity (i.e., publications stratified by field-normalized rankings of publishing outlets), and relevance (i.e., citations). While Asia leads in total publications, Northern America and Europe contribute most of the AI research appearing in high-ranking outlets, generating up to 50% more citations than other regions. At the global level, international collaborations produce more impactful research, but have stagnated relative to national research efforts. Our findings suggest that greater integration of global expertize could help AI deliver on its promise and contribute to better global health.

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Cite This Study

Schmallenbach et al. (2024) studied this question.

synapsesocial.com/papers/68e58a69b6db643587526a72https://doi.org/10.1038/s41467-024-51714-x
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