Open science requires trust and rigour: a framework for responsible evaluation of shared AI-ECG tools.

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Bibliographic Details
Title: Open science requires trust and rigour: a framework for responsible evaluation of shared AI-ECG tools.
Authors: Dhingra LS; Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, 100 Church St S, Ste F250, New Haven, CT, USA.; Cardiovascular Data Science (CarDS) Lab, Yale School of Medicine, New Haven, CT, USA., Croon PM; Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, 100 Church St S, Ste F250, New Haven, CT, USA.; Cardiovascular Data Science (CarDS) Lab, Yale School of Medicine, New Haven, CT, USA., Oikonomou EK; Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, 100 Church St S, Ste F250, New Haven, CT, USA.; Cardiovascular Data Science (CarDS) Lab, Yale School of Medicine, New Haven, CT, USA., Khera R; Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, 100 Church St S, Ste F250, New Haven, CT, USA.; Cardiovascular Data Science (CarDS) Lab, Yale School of Medicine, New Haven, CT, USA.; Center for Outcomes Research and Evaluation (CORE), Yale New Haven Hospital, New Haven, CT, USA.; Department of Biomedical Informatics and Data Science, Yale School of Medicine, New Haven, CT, USA.; Section of Health Informatics, Department of Biostatistics, Yale School of Public Health, New Haven, CT, USA.
Source: European heart journal. Digital health [Eur Heart J Digit Health] 2026 Apr 15; Vol. 7 (4), pp. ztag057. Date of Electronic Publication: 2026 Apr 15 (Print Publication: 2026).
Publication Type: Letter
Journal Info: Publisher: Oxford University Press Country of Publication: England NLM ID: 101778323 Publication Model: eCollection Cited Medium: Internet ISSN: 2634-3916 (Electronic) Linking ISSN: 26343916 NLM ISO Abbreviation: Eur Heart J Digit Health Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:2634-3916
DOI:10.1093/ehjdh/ztag057