Identifying Structural Heart Disease and Prioritizing Echocardiography Through Artificial Intelligence-Enabled Tele-ECG: An External Validation of the PROVAR+ Study.

Borges E Reges R, Vinhal WC, Pedroso AF, Cardoso CS, Oliveira CR, Brant LCC, Paixão GMM, Sable C, Dhingra LS, Shankar SV, Ribeiro I, Abreu LP, Pires M, Orto FTCD, Sena MD, Souza IS, Dos Santos BAA, de Paula LH, Angelo GR, Gomes PR, Rodrigues SMAF, Lopes RD, Ribeiro ALP, Khera R, Nascimento BR

Open source

DOI: 10.1016/j.amjcard.2026.10.022
Published: 2026 Nov 8
Container: The American journal of cardiology
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:10.1016/j.amjcard.2026.10.022,
  title = {Identifying Structural Heart Disease and Prioritizing Echocardiography Through Artificial Intelligence-Enabled Tele-ECG: An External Validation of the PROVAR+ Study.},
  author = {Borges E Reges R and Vinhal WC and Pedroso AF and Cardoso CS and Oliveira CR and Brant LCC and Paixão GMM and Sable C and Dhingra LS and Shankar SV and Ribeiro I and Abreu LP and Pires M and Orto FTCD and Sena MD and Souza IS and Dos Santos BAA and de Paula LH and Angelo GR and Gomes PR and Rodrigues SMAF and Lopes RD and Ribeiro ALP and Khera R and Nascimento BR},
  year = {2026},
  journal = {The American journal of cardiology},
  doi = {10.1016/j.amjcard.2026.10.022},
  url = {https://doi.org/10.1016/j.amjcard.2026.10.022}
}

RIS

TY  - JOUR
TI  - Identifying Structural Heart Disease and Prioritizing Echocardiography Through Artificial Intelligence-Enabled Tele-ECG: An External Validation of the PROVAR+ Study.
AU  - Borges E Reges R
AU  - Vinhal WC
AU  - Pedroso AF
AU  - Cardoso CS
AU  - Oliveira CR
AU  - Brant LCC
AU  - Paixão GMM
AU  - Sable C
AU  - Dhingra LS
AU  - Shankar SV
AU  - Ribeiro I
AU  - Abreu LP
AU  - Pires M
AU  - Orto FTCD
AU  - Sena MD
AU  - Souza IS
AU  - Dos Santos BAA
AU  - de Paula LH
AU  - Angelo GR
AU  - Gomes PR
AU  - Rodrigues SMAF
AU  - Lopes RD
AU  - Ribeiro ALP
AU  - Khera R
AU  - Nascimento BR
PY  - 2026
JO  - The American journal of cardiology
DO  - 10.1016/j.amjcard.2026.10.022
UR  - https://doi.org/10.1016/j.amjcard.2026.10.022
ER  -

APA

R, B. E. R., WC, V., AF, P., CS, C., CR, O., LCC, B., GMM, P., C, S., LS, D., SV, S., I, R., LP, A., M, P., FTCD, O., MD, S., IS, S., BAA, D. S., LH, D. P., GR, A., PR, G., SMAF, R., RD, L., ALP, R., R, K., & BR, N. (2026). Identifying Structural Heart Disease and Prioritizing Echocardiography Through Artificial Intelligence-Enabled Tele-ECG: An External Validation of the PROVAR+ Study.. The American journal of cardiology. https://doi.org/10.1016/j.amjcard.2026.10.022

Source records

pubmed · retrieved 2026-11-10T09:48:47.724Z