Simonetto, Douglas A. https://orcid.org/0000-0003-4095-8144
Rushlow, David
Liu, Kan
Calleri, Alberto https://orcid.org/0000-0002-4389-9381
Kassmeyer, Blake A.
Lennon, Ryan J. https://orcid.org/0000-0002-8366-8422
Rattan, Puru https://orcid.org/0000-0001-7410-488X
Bernard, Matthew E.
Singh, Gagandeep
Deyo-Svendsen, Mark E. https://orcid.org/0000-0001-6446-630X
King, Graham
Stacey, Stephen K. https://orcid.org/0000-0001-5448-0167
Olofson, Amy
Allen, Alina
Ahn, Joseph C.
Friedman, Paul A. https://orcid.org/0000-0001-5052-2948
Kamath, Patrick S. https://orcid.org/0000-0002-7888-1165
Attia, Zachi I. https://orcid.org/0000-0002-9706-7900
Noseworthy, Peter A. https://orcid.org/0000-0002-4308-0456
Shah, Vijay H. https://orcid.org/0000-0001-7620-573X
Funding for this research was provided by:
Mayo Clinic (UL1TR002377)
Article History
Received: 31 March 2025
Accepted: 15 October 2025
First Online: 17 December 2025
Change Date: 10 February 2026
Change Type: Correction
Change Details: A Correction to this paper has been published:
Change Details: https://doi.org/10.1038/s41591-026-04261-5
Competing interests
: The ECG-enabled machine learning model to detect advanced CLD was licensed by Mayo Clinic to Anumana. D.A.S., P.R., J.C.A., P.A.F., P.S.K., Z.I.A., P.A.N. and V.H.S. may benefit financially from its commercialization (patent US20230218238A1). Z.I.A. is a member of the scientific advisory board for Anumana, an AI company, and is a consultant for Anumana, AliveCor and XAI.health. P.A.F. is a member of the scientific advisory board for Anumana, an AI company. The other authors declare no competing interests.