From big data to bedside intelligence: how machine learning is reshaping cardiovascular nursing care.

Zeng Y, Chen F, Shorey S

DOI: 10.1093/eurjcn/zvag213
Published: 2026 Oct 6
Container: European journal of cardiovascular nursing
Publisher: Not recorded
Open access: unknown

Credibility signals

limited evidence Score 43/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

cautionDOI registered: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
cautionDOI resolves: No matching Crossref record was present in this response. 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
cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.1093/eurjcn/zvag213,
  title = {From big data to bedside intelligence: how machine learning is reshaping cardiovascular nursing care.},
  author = {Zeng Y and Chen F and Shorey S},
  year = {2026},
  journal = {European journal of cardiovascular nursing},
  doi = {10.1093/eurjcn/zvag213},
  url = {https://doi.org/10.1093/eurjcn/zvag213}
}

RIS

TY  - JOUR
TI  - From big data to bedside intelligence: how machine learning is reshaping cardiovascular nursing care.
AU  - Zeng Y
AU  - Chen F
AU  - Shorey S
PY  - 2026
JO  - European journal of cardiovascular nursing
DO  - 10.1093/eurjcn/zvag213
UR  - https://doi.org/10.1093/eurjcn/zvag213
ER  -

APA

Y, Z., F, C., & S, S. (2026). From big data to bedside intelligence: how machine learning is reshaping cardiovascular nursing care.. European journal of cardiovascular nursing. https://doi.org/10.1093/eurjcn/zvag213

Source records

pubmed · retrieved 2026-11-10T16:46:11.265Z