From GeoSentinel data to epidemiological insights: a multidisciplinary effort towards artificial intelligence-supported detection of infectious disease outbreaks

Author:

Heidema Stan1,Stoepker Ivo V1,Flaherty Gerard23,Angelo Kristina M4,Post Richard A J1,Miller Charles4,Libman Michael5ORCID,Hamer Davidson H6789,van den Heuvel Edwin R11011,Huits Ralph12

Affiliation:

1. Department of Mathematics and Computer Science, Eindhoven University of Technology , Eindhoven , The Netherlands

2. School of Medicine, University of Galway , University Road, Galway, H91 TK33 , Ireland

3. School of Medicine, International Medical University , Bukit Jalil, 57000, Kuala Lumpur , Malaysia

4. Division of Global Migration and Health, National Center for Emerging and Zoonotic Infectious Disease, Centers for Disease Control and Prevention , 1600 Clifton Rd NE, Atlanta, GA 30329 , USA

5. J.D. MacLean Centre for Tropical Diseases, McGill University , Room E05.1830, 1001 Boulevard Décarie, Montréal, Québec H4A 3J1 , Canada

6. Department of Global Health, Boston University School of Public Health , Crosstown 308, 801 Massachusetts Avenue, Boston, MA 02118 , USA

7. Section of Infectious Diseases , Department of Medicine, , Crosstown 308, 801 Massachusetts Avenue, Boston, MA 02118 , USA

8. Boston University Chobanian & Avedisian School of Medicine , Department of Medicine, , Crosstown 308, 801 Massachusetts Avenue, Boston, MA 02118 , USA

9. Center for Emerging Infectious Diseases Policy and Research, Boston University , 111 Cummington Mall, #104, Boston, MA 02215 , USA

10. Department of Preventive Medicine and Epidemiology , School of Medicine, , 72 East Concord Street, Floor L-5, Boston, MA 02218 , USA

11. Boston University , School of Medicine, , 72 East Concord Street, Floor L-5, Boston, MA 02218 , USA

12. Department of Infectious Tropical Diseases and Microbiology, IRCCS Sacro Cuore Don Calabria Hospital , 37024, Via Don A Sempreboni 5, Negrar di Valpolicella, Verona , Italy

Funder

International Society of Travel Medicine

Public Health Agency of Canada

Eindhoven University of Technology

Publisher

Oxford University Press (OUP)

Reference16 articles.

1. GeoSentinel: past, present and future;Hamer;J Travel Med,2020

2. Travel-associated illness trends and clusters, 2000-2010;Leder;Emerg Infect Dis,2013

3. Advances in artificial intelligence for infectious-disease surveillance;Brownstein;New England Journal of Medicine,2023

4. Mathematical epidemiology: past, present, and future;Brauer;Infect Dis Model,2017

5. Predicting the natural history of artificial intelligence in travel medicine;Flaherty;J Travel Med,2023

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