Machine Learning‐Based Clustering of Clinical Phenotypes in Adults With Bicuspid Aortic Valve: A Large Single‐Center Study

Xinyue Zhang, Zhuo Chen, Zhaokai Xu, Tingting Liu, Lixin Zhang, Yihua He, Xiaoyan Gu

Open source

DOI: 10.1111/echo.70674
Published: 2026-11
Container: Echocardiography
Publisher: Wiley
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:10.1111/echo.70674,
  title = {Machine Learning‐Based Clustering of Clinical Phenotypes in Adults With Bicuspid Aortic Valve: A Large Single‐Center Study},
  author = {Xinyue Zhang and Zhuo Chen and Zhaokai Xu and Tingting Liu and Lixin Zhang and Yihua He and Xiaoyan Gu},
  year = {2026},
  journal = {Echocardiography},
  doi = {10.1111/echo.70674},
  url = {https://doi.org/10.1111/echo.70674}
}

RIS

TY  - JOUR
TI  - Machine Learning‐Based Clustering of Clinical Phenotypes in Adults With Bicuspid Aortic Valve: A Large Single‐Center Study
AU  - Xinyue Zhang
AU  - Zhuo Chen
AU  - Zhaokai Xu
AU  - Tingting Liu
AU  - Lixin Zhang
AU  - Yihua He
AU  - Xiaoyan Gu
PY  - 2026
JO  - Echocardiography
DO  - 10.1111/echo.70674
UR  - https://doi.org/10.1111/echo.70674
ER  -

APA

Zhang, X., Chen, Z., Xu, Z., Liu, T., Zhang, L., He, Y., & Gu, X. (2026). Machine Learning‐Based Clustering of Clinical Phenotypes in Adults With Bicuspid Aortic Valve: A Large Single‐Center Study. Echocardiography. https://doi.org/10.1111/echo.70674

Source records

crossref · retrieved 2026-11-09T08:23:02.426Z