Artificial Intelligence-Enabled ECG Analysis to Predict Incident Heart Failure.

Khurshid S, Friedman SF, Kany S, D'Souza V, Roshandelpoor A, Kosyakovsky LB, Chitsazan M, Cunningham JW, Singh P, Lau ES, Pipilas D, Al-Alusi MA, Rämö JT, Pirruccello JP, Reeder C, Waks JW, Lubitz SA, Philippakis AA, Maddah M, Ellinor PT, Ho JE

Open source

DOI: 10.1161/circheartfailure.125.013927
Published: 2026 Apr
Container: Circulation. Heart failure
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.1161/circheartfailure.125.013927,
  title = {Artificial Intelligence-Enabled ECG Analysis to Predict Incident Heart Failure.},
  author = {Khurshid S and Friedman SF and Kany S and D'Souza V and Roshandelpoor A and Kosyakovsky LB and Chitsazan M and Cunningham JW and Singh P and Lau ES and Pipilas D and Al-Alusi MA and Rämö JT and Pirruccello JP and Reeder C and Waks JW and Lubitz SA and Philippakis AA and Maddah M and Ellinor PT and Ho JE},
  year = {2026},
  journal = {Circulation. Heart failure},
  doi = {10.1161/circheartfailure.125.013927},
  url = {https://doi.org/10.1161/circheartfailure.125.013927}
}

RIS

TY  - JOUR
TI  - Artificial Intelligence-Enabled ECG Analysis to Predict Incident Heart Failure.
AU  - Khurshid S
AU  - Friedman SF
AU  - Kany S
AU  - D'Souza V
AU  - Roshandelpoor A
AU  - Kosyakovsky LB
AU  - Chitsazan M
AU  - Cunningham JW
AU  - Singh P
AU  - Lau ES
AU  - Pipilas D
AU  - Al-Alusi MA
AU  - Rämö JT
AU  - Pirruccello JP
AU  - Reeder C
AU  - Waks JW
AU  - Lubitz SA
AU  - Philippakis AA
AU  - Maddah M
AU  - Ellinor PT
AU  - Ho JE
PY  - 2026
JO  - Circulation. Heart failure
DO  - 10.1161/circheartfailure.125.013927
UR  - https://doi.org/10.1161/circheartfailure.125.013927
ER  -

APA

S, K., SF, F., S, K., V, D., A, R., LB, K., M, C., JW, C., P, S., ES, L., D, P., MA, A., JT, R., JP, P., C, R., JW, W., SA, L., AA, P., M, M., PT, E., & JE, H. (2026). Artificial Intelligence-Enabled ECG Analysis to Predict Incident Heart Failure.. Circulation. Heart failure. https://doi.org/10.1161/circheartfailure.125.013927

Source records

pubmed · retrieved 2026-09-25T10:54:43.597Z