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Machine learning models powered by emergency medical services data enhance stroke triage in prehospital settings.

Publication ,  Journal Article
Saban, M; Hiura, G; de la Peña, P; Wozniak, A; Heiferman, D; Akbilgic, O; Cichon, M; Tootooni, S
Published in: Scientific reports
February 2026

Duke Scholars

Published In

Scientific reports

DOI

EISSN

2045-2322

ISSN

2045-2322

Publication Date

February 2026

Volume

16

Issue

1

Start / End Page

7139
 

Citation

APA
Chicago
ICMJE
MLA
NLM
Saban, M., Hiura, G., de la Peña, P., Wozniak, A., Heiferman, D., Akbilgic, O., … Tootooni, S. (2026). Machine learning models powered by emergency medical services data enhance stroke triage in prehospital settings. Scientific Reports, 16(1), 7139. https://doi.org/10.1038/s41598-026-37069-x
Saban, Michael, Grant Hiura, Paula de la Peña, Amy Wozniak, Daniel Heiferman, Oguz Akbilgic, Mark Cichon, and Samie Tootooni. “Machine learning models powered by emergency medical services data enhance stroke triage in prehospital settings.Scientific Reports 16, no. 1 (February 2026): 7139. https://doi.org/10.1038/s41598-026-37069-x.
Saban M, Hiura G, de la Peña P, Wozniak A, Heiferman D, Akbilgic O, et al. Machine learning models powered by emergency medical services data enhance stroke triage in prehospital settings. Scientific reports. 2026 Feb;16(1):7139.
Saban, Michael, et al. “Machine learning models powered by emergency medical services data enhance stroke triage in prehospital settings.Scientific Reports, vol. 16, no. 1, Feb. 2026, p. 7139. Epmc, doi:10.1038/s41598-026-37069-x.
Saban M, Hiura G, de la Peña P, Wozniak A, Heiferman D, Akbilgic O, Cichon M, Tootooni S. Machine learning models powered by emergency medical services data enhance stroke triage in prehospital settings. Scientific reports. 2026 Feb;16(1):7139.

Published In

Scientific reports

DOI

EISSN

2045-2322

ISSN

2045-2322

Publication Date

February 2026

Volume

16

Issue

1

Start / End Page

7139