<p>Opportunities for AI in disease surveillance final report</p>

START Center; Cirilus Osongo; Erica Granados; Chidozie Iwu; Ferdinand Mukumbang

doi:10.21955/gatesopenres.1117263.1

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Center S, Osongo C, Granados E et al. Opportunities for AI in disease surveillance final report [version 1; not peer reviewed]. Gates Open Res 2026, 10:3 (document) (https://doi.org/10.21955/gatesopenres.1117263.1)

NOTE: it is important to ensure the information in square brackets after the title is included in this citation.

Briefing

Opportunities for AI in disease surveillance final report

START Center¹, Cirilus Osongo¹, Erica Granados², Chidozie Iwu³, Ferdinand Mukumbang¹

Published 16 Jan 2026 (https://doi.org/10.21955/gatesopenres.1117263.1)

Author Affiliations

¹ Department of Global Health, University of Washington, Seattle, Washington, USA
² Evans School of Public Policy & Governance, University of Washington, Seattle, Washington, USA
³ Department of Epidemiology, University of Washington, Seattle, Washington, USA

Copyright © 2026 Center S et al. This is an open access work distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

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CITE

Published 16 Jan 2026

Briefing

Opportunities for AI in disease surveillance final report
[version 1; not peer reviewed]

START Center¹, Cirilus Osongo¹, Erica Granados², Chidozie Iwu³, Ferdinand Mukumbang¹

Author Affiliations

Abstract

Gates Foundation grant number

INV-033228

Competing Interests

No competing interests were disclosed

Keywords

Landscape of AI application in Disease Surveillance, Data Extraction, Data Synthesis, machine learning, Generative AI, Deep learning, natural language processing

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Opportunities for AI in disease surveillance final report

Briefing

Opportunities for AI in disease surveillance final report
[version 1; not peer reviewed]

Are you a Gates-funded researcher?

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Opportunities for AI in disease surveillance final report

Briefing Opportunities for AI in disease surveillance final report [version 1; not peer reviewed]

Are you a Gates-funded researcher?

Thank you!

Briefing

Opportunities for AI in disease surveillance final report
[version 1; not peer reviewed]