Artificial Intelligence Applied to Echocardiography for Detection of Heart Failure with Preserved Ejection Fraction and Elevated Filling Pressures: A Diagnostic Test Accuracy Meta-Analysis

Faisal A. Al-Harbi, Hatim Hussain Alawaji, Hamad Suliman Alhabdan, Norah Sulaiman Alsultan, Dana Abdullah Alrebdi, Osamah Hamdi AlMutairi, Faisal Mohammed Alharbi, Abdulmajeed Faleh Alosail

Open source

DOI: 10.1097/crd.0000000000001523
Published: 2026-10-29
Container: Cardiology in Review
Publisher: Ovid Technologies (Wolters Kluwer Health)
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:10.1097/crd.0000000000001523,
  title = {Artificial Intelligence Applied to Echocardiography for Detection of Heart Failure with Preserved Ejection Fraction and Elevated Filling Pressures: A Diagnostic Test Accuracy Meta-Analysis},
  author = {Faisal A. Al-Harbi and Hatim Hussain Alawaji and Hamad Suliman Alhabdan and Norah Sulaiman Alsultan and Dana Abdullah Alrebdi and Osamah Hamdi AlMutairi and Faisal Mohammed Alharbi and Abdulmajeed Faleh Alosail},
  year = {2026},
  journal = {Cardiology in Review},
  doi = {10.1097/crd.0000000000001523},
  url = {https://doi.org/10.1097/crd.0000000000001523}
}

RIS

TY  - JOUR
TI  - Artificial Intelligence Applied to Echocardiography for Detection of Heart Failure with Preserved Ejection Fraction and Elevated Filling Pressures: A Diagnostic Test Accuracy Meta-Analysis
AU  - Faisal A. Al-Harbi
AU  - Hatim Hussain Alawaji
AU  - Hamad Suliman Alhabdan
AU  - Norah Sulaiman Alsultan
AU  - Dana Abdullah Alrebdi
AU  - Osamah Hamdi AlMutairi
AU  - Faisal Mohammed Alharbi
AU  - Abdulmajeed Faleh Alosail
PY  - 2026
JO  - Cardiology in Review
DO  - 10.1097/crd.0000000000001523
UR  - https://doi.org/10.1097/crd.0000000000001523
ER  -

APA

Al-Harbi, F. A., Alawaji, H. H., Alhabdan, H. S., Alsultan, N. S., Alrebdi, D. A., AlMutairi, O. H., Alharbi, F. M., & Alosail, A. F. (2026). Artificial Intelligence Applied to Echocardiography for Detection of Heart Failure with Preserved Ejection Fraction and Elevated Filling Pressures: A Diagnostic Test Accuracy Meta-Analysis. Cardiology in Review. https://doi.org/10.1097/crd.0000000000001523

Source records

crossref · retrieved 2026-11-05T17:17:57.710Z