Drone-delivered automated external defibrillators in prehospital emergency care: implementation evidence, bottlenecks, and conceptual integration with artificial intelligence and next-generation communications

Hua Li, Yunxiao Zhao, Wenkai Guo, Ning Luo, Pu Li, Hang Liu, Kunpeng Yang, Wenjuan Sun, Bao Wang, Dong Li

Open source

DOI: 10.3389/fpubh.2026.1871225
Published: 2026-08-24
Container: Frontiers in Public Health
Publisher: Frontiers Media SA
Open access: unknown

Credibility signals

uncertain Score 64/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

supportingDOI registered: A matching record was returned by Crossref. Source: Crossref; license: CC0 metadata
supportingDOI resolves: A matching record was returned by Crossref. Source: Crossref; license: CC0 metadata
not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility. Source: DOAJ; license: CC0
not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredOpen access status: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
supportingMetadata completeness: All 6 scored descriptive metadata groups are present. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.3389/fpubh.2026.1871225,
  title = {Drone-delivered automated external defibrillators in prehospital emergency care: implementation evidence, bottlenecks, and conceptual integration with artificial intelligence and next-generation communications},
  author = {Hua Li and Yunxiao Zhao and Wenkai Guo and Ning Luo and Pu Li and Hang Liu and Kunpeng Yang and Wenjuan Sun and Bao Wang and Dong Li},
  year = {2026},
  journal = {Frontiers in Public Health},
  doi = {10.3389/fpubh.2026.1871225},
  url = {https://doi.org/10.3389/fpubh.2026.1871225}
}

RIS

TY  - JOUR
TI  - Drone-delivered automated external defibrillators in prehospital emergency care: implementation evidence, bottlenecks, and conceptual integration with artificial intelligence and next-generation communications
AU  - Hua Li
AU  - Yunxiao Zhao
AU  - Wenkai Guo
AU  - Ning Luo
AU  - Pu Li
AU  - Hang Liu
AU  - Kunpeng Yang
AU  - Wenjuan Sun
AU  - Bao Wang
AU  - Dong Li
PY  - 2026
JO  - Frontiers in Public Health
DO  - 10.3389/fpubh.2026.1871225
UR  - https://doi.org/10.3389/fpubh.2026.1871225
ER  -

APA

Li, H., Zhao, Y., Guo, W., Luo, N., Li, P., Liu, H., Yang, K., Sun, W., Wang, B., & Li, D. (2026). Drone-delivered automated external defibrillators in prehospital emergency care: implementation evidence, bottlenecks, and conceptual integration with artificial intelligence and next-generation communications. Frontiers in Public Health. https://doi.org/10.3389/fpubh.2026.1871225

Source records

crossref · retrieved 2026-11-06T02:08:42.627Z