The global geography of artificial intelligence in life science research

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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Publication Details

Journal
Nature Communications
Published
2024-09-12
DOI
https://doi.org/10.1038/s41467-024-51714-x
Citations
18
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
2.17

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article

The global geography of artificial intelligence in life science research

Till Bärnighausen, Marc Lerchenmueller, Leo Schmallenbach
18 citations
Nature Communications
Artificial Intelligence in Healthcare and Education
2.17
article

The global geography of artificial intelligence in life science research

Till Bärnighausen, Marc Lerchenmueller, Leo Schmallenbach
article en
18 citations

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.

Nature CommunicationsVol. 15(1)
Technische Hochschule Mannheim (DE), Centre for European Economic Research (DE), University of Mannheim (DE), Heidelberg University (DE), Harvard University Press (US), University Hospital Heidelberg (DE), Africa Health Research Institute (ZA)
Joachim Herz Stiftung, Universität Mannheim
Openalex Percentile: Top 12%
Artificial Intelligence in Healthcare and Education
2.17
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