AI-ECG Detection of Structural Heart Disease in the Community Setting: Transportability and Spectrum Effects in the PREVUE-VALVE Study.

Poterucha TJ, Hughes JW, Brener MI, Chuang ML, Hamid NB, Snyder C, Thompson J, Ungarten J, Takahashi K, Lindman BR, Roedan Oliver FA, Finer J, Hartzel D, Hartman H, Long A, Rocha D, Malta P, Castillo M, Ricart RP, Ruhl JA, vanMaanen D, Rogers AJ, Perez M, Tastet O, Avram R, Nishimura R, Granada JF, Mack MJ, Leon MB, Elias P, Cohen DJ, PREVUE-VALVE Study Investigators

Open source

DOI: 10.1016/j.jacc.2026.06.013
Published: 2026 Aug 18
Container: Journal of the American College of Cardiology
Publisher: Not recorded
Open access: no

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:10.1016/j.jacc.2026.06.013,
  title = {AI-ECG Detection of Structural Heart Disease in the Community Setting: Transportability and Spectrum Effects in the PREVUE-VALVE Study.},
  author = {Poterucha TJ and Hughes JW and Brener MI and Chuang ML and Hamid NB and Snyder C and Thompson J and Ungarten J and Takahashi K and Lindman BR and Roedan Oliver FA and Finer J and Hartzel D and Hartman H and Long A and Rocha D and Malta P and Castillo M and Ricart RP and Ruhl JA and vanMaanen D and Rogers AJ and Perez M and Tastet O and Avram R and Nishimura R and Granada JF and Mack MJ and Leon MB and Elias P and Cohen DJ and PREVUE-VALVE Study Investigators},
  year = {2026},
  journal = {Journal of the American College of Cardiology},
  doi = {10.1016/j.jacc.2026.06.013},
  url = {https://doi.org/10.1016/j.jacc.2026.06.013}
}

RIS

TY  - JOUR
TI  - AI-ECG Detection of Structural Heart Disease in the Community Setting: Transportability and Spectrum Effects in the PREVUE-VALVE Study.
AU  - Poterucha TJ
AU  - Hughes JW
AU  - Brener MI
AU  - Chuang ML
AU  - Hamid NB
AU  - Snyder C
AU  - Thompson J
AU  - Ungarten J
AU  - Takahashi K
AU  - Lindman BR
AU  - Roedan Oliver FA
AU  - Finer J
AU  - Hartzel D
AU  - Hartman H
AU  - Long A
AU  - Rocha D
AU  - Malta P
AU  - Castillo M
AU  - Ricart RP
AU  - Ruhl JA
AU  - vanMaanen D
AU  - Rogers AJ
AU  - Perez M
AU  - Tastet O
AU  - Avram R
AU  - Nishimura R
AU  - Granada JF
AU  - Mack MJ
AU  - Leon MB
AU  - Elias P
AU  - Cohen DJ
AU  - PREVUE-VALVE Study Investigators
PY  - 2026
JO  - Journal of the American College of Cardiology
DO  - 10.1016/j.jacc.2026.06.013
UR  - https://doi.org/10.1016/j.jacc.2026.06.013
ER  -

APA

TJ, P., JW, H., MI, B., ML, C., NB, H., C, S., J, T., J, U., K, T., BR, L., FA, R. O., J, F., D, H., H, H., A, L., D, R., P, M., M, C., RP, R., JA, R., D, V., AJ, R., M, P., O, T., R, A., R, N., JF, G., MJ, M., MB, L., P, E., DJ, C., & Investigators, P. S. (2026). AI-ECG Detection of Structural Heart Disease in the Community Setting: Transportability and Spectrum Effects in the PREVUE-VALVE Study.. Journal of the American College of Cardiology. https://doi.org/10.1016/j.jacc.2026.06.013

Source records

pubmed · retrieved 2026-09-25T11:26:36.542Z
europe-pmc · retrieved 2026-09-25T11:26:36.547Z