Electrocardiogram-based Artificial Intelligence to Predict Incident Heart Failure With Preserved vs Reduced Ejection Fraction

SHAAN KHURSHID, VALENTINA D’SOUZA, SAMUEL F. FRIEDMAN, ATHAR ROSHANDELPOOR, PEDRO H. RIBEIRO, JONATHAN W. CUNNINGHAM, EMILY S. LAU, ABDULLA SHAHID, SHINWAN KANY, JORDAN B. STROM, JONATHAN W. WAKS, MAHNAZ MADDAH, PATRICK T. ELLINOR, JENNIFER E. HO

Open source

DOI
10.1016/j.cardfail.2026.08.022
Published
2026-11
Container
Journal of Cardiac Failure
Publisher
Elsevier BV
Open access
unknown

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BibTeX

@article{allodium:10.1016/j.cardfail.2026.08.022,
  title = {Electrocardiogram-based Artificial Intelligence to Predict Incident Heart Failure With Preserved vs Reduced Ejection Fraction},
  author = {SHAAN KHURSHID and VALENTINA D’SOUZA and SAMUEL F. FRIEDMAN and ATHAR ROSHANDELPOOR and PEDRO H. RIBEIRO and JONATHAN W. CUNNINGHAM and EMILY S. LAU and ABDULLA SHAHID and SHINWAN KANY and JORDAN B. STROM and JONATHAN W. WAKS and MAHNAZ MADDAH and PATRICK T. ELLINOR and JENNIFER E. HO},
  year = {2026},
  journal = {Journal of Cardiac Failure},
  doi = {10.1016/j.cardfail.2026.08.022},
  url = {https://doi.org/10.1016/j.cardfail.2026.08.022}
}

RIS

TY  - JOUR
TI  - Electrocardiogram-based Artificial Intelligence to Predict Incident Heart Failure With Preserved vs Reduced Ejection Fraction
AU  - SHAAN KHURSHID
AU  - VALENTINA D’SOUZA
AU  - SAMUEL F. FRIEDMAN
AU  - ATHAR ROSHANDELPOOR
AU  - PEDRO H. RIBEIRO
AU  - JONATHAN W. CUNNINGHAM
AU  - EMILY S. LAU
AU  - ABDULLA SHAHID
AU  - SHINWAN KANY
AU  - JORDAN B. STROM
AU  - JONATHAN W. WAKS
AU  - MAHNAZ MADDAH
AU  - PATRICK T. ELLINOR
AU  - JENNIFER E. HO
PY  - 2026
JO  - Journal of Cardiac Failure
DO  - 10.1016/j.cardfail.2026.08.022
UR  - https://doi.org/10.1016/j.cardfail.2026.08.022
ER  - 

APA

KHURSHID, S., D’SOUZA, V., FRIEDMAN, S. F., ROSHANDELPOOR, A., RIBEIRO, P. H., CUNNINGHAM, J. W., LAU, E. S., SHAHID, A., KANY, S., STROM, J. B., WAKS, J. W., MADDAH, M., ELLINOR, P. T., & HO, J. E. (2026). Electrocardiogram-based Artificial Intelligence to Predict Incident Heart Failure With Preserved vs Reduced Ejection Fraction. Journal of Cardiac Failure. https://doi.org/10.1016/j.cardfail.2026.08.022

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