Prediction of new-onset atrial fibrillation in patients with hypertrophic cardiomyopathy using machine learning.

Lu R, Lumish HS, Hasegawa K, Maurer MS, Reilly MP, Weiner SD, Tower-Rader A, Fifer MA, Shimada YJ

DOI: 10.1002/ejhf.3546
Published: 2025 Feb
Container: European journal of heart failure
Publisher: Not recorded
Open access: yes

Credibility signals

limited evidence Score 45/100 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
supportingOpen access status: Normalized open-access status: open. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
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:10.1002/ejhf.3546,
  title = {Prediction of new-onset atrial fibrillation in patients with hypertrophic cardiomyopathy using machine learning.},
  author = {Lu R and Lumish HS and Hasegawa K and Maurer MS and Reilly MP and Weiner SD and Tower-Rader A and Fifer MA and Shimada YJ},
  year = {2025},
  journal = {European journal of heart failure},
  doi = {10.1002/ejhf.3546},
  url = {https://doi.org/10.1002/ejhf.3546}
}

RIS

TY  - JOUR
TI  - Prediction of new-onset atrial fibrillation in patients with hypertrophic cardiomyopathy using machine learning.
AU  - Lu R
AU  - Lumish HS
AU  - Hasegawa K
AU  - Maurer MS
AU  - Reilly MP
AU  - Weiner SD
AU  - Tower-Rader A
AU  - Fifer MA
AU  - Shimada YJ
PY  - 2025
JO  - European journal of heart failure
DO  - 10.1002/ejhf.3546
UR  - https://doi.org/10.1002/ejhf.3546
ER  -

APA

R, L., HS, L., K, H., MS, M., MP, R., SD, W., A, T., MA, F., & YJ, S. (2025). Prediction of new-onset atrial fibrillation in patients with hypertrophic cardiomyopathy using machine learning.. European journal of heart failure. https://doi.org/10.1002/ejhf.3546

Source records

pubmed · retrieved 2026-09-25T12:07:55.443Z