Artificial intelligence-enhanced electrocardiography for the prediction of future type 2 diabetes mellitus: a model-development and multicentre validation study.
- DOI
- 10.1093/ehjdh/ztag118
- Published
- 2026 Aug
- Container
- European heart journal. Digital health
- 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.
- cautionDOI resolves: No matching Crossref record was present in this response.
- 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.
- not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made.
- not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made.
- not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made.
- not scoredROR affiliation: Not checked or no result supplied; no credibility inference made.
- not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- 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.
- not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- supportingOpen access status: Normalized open-access status: open.
- not scoredPublication license: Not checked or no result supplied; no credibility inference made.
- not scoredPublication version: A publication version was supplied but is not scored.
- cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty.
Cite this work
BibTeX
@article{allodium:10.1093/ehjdh/ztag118,
title = {Artificial intelligence-enhanced electrocardiography for the prediction of future type 2 diabetes mellitus: a model-development and multicentre validation study.},
author = {Pastika L and Patlatzoglou K and Sieliwonczyk E and Barker J and Zeidaabadi B and McGurk KA and Barreto SM and Camelo L and Khan S and Scott WR and O'Regan DP and Duncan BB and Schmidt MI and Ware JS and Misra S and Kramer DB and Waks JW and Peters NS and Ribeiro ALP and Sau A and Ng FS},
year = {2026},
journal = {European heart journal. Digital health},
doi = {10.1093/ehjdh/ztag118},
url = {https://doi.org/10.1093/ehjdh/ztag118}
}RIS
TY - JOUR TI - Artificial intelligence-enhanced electrocardiography for the prediction of future type 2 diabetes mellitus: a model-development and multicentre validation study. AU - Pastika L AU - Patlatzoglou K AU - Sieliwonczyk E AU - Barker J AU - Zeidaabadi B AU - McGurk KA AU - Barreto SM AU - Camelo L AU - Khan S AU - Scott WR AU - O'Regan DP AU - Duncan BB AU - Schmidt MI AU - Ware JS AU - Misra S AU - Kramer DB AU - Waks JW AU - Peters NS AU - Ribeiro ALP AU - Sau A AU - Ng FS PY - 2026 JO - European heart journal. Digital health DO - 10.1093/ehjdh/ztag118 UR - https://doi.org/10.1093/ehjdh/ztag118 ER -
APA
L, P., K, P., E, S., J, B., B, Z., KA, M., SM, B., L, C., S, K., WR, S., DP, O., BB, D., MI, S., JS, W., S, M., DB, K., JW, W., NS, P., ALP, R., A, S., & FS, N. (2026). Artificial intelligence-enhanced electrocardiography for the prediction of future type 2 diabetes mellitus: a model-development and multicentre validation study.. European heart journal. Digital health. https://doi.org/10.1093/ehjdh/ztag118
Source records
- pubmed · retrieved 2026-09-26T22:10:13.955Z