Natural Language Processing to Adjudicate Heart Failure Hospitalizations in Global Clinical Trials

Pablo M. Marti-Castellote, Christopher Reeder, Brian Claggett, Pulkit Singh, Emily S. Lau, Shaan Khurshid, Puneet Batra, Steven A. Lubitz, Mahnaz Maddah, Orly Vardeny, Eldrin F. Lewis, Marc Pfeffer, Pardeep Jhund, Akshay S. Desai, John J.V. McMurray, Patrick T. Ellinor, Jennifer E. Ho, Scott D. Solomon, Jonathan W. Cunningham

Open source

DOI: 10.1161/circheartfailure.124.012514
Published: 2025-01
Container: Circulation: Heart Failure
Publisher: Ovid Technologies (Wolters Kluwer Health)
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1161/circheartfailure.124.012514,
  title = {Natural Language Processing to Adjudicate Heart Failure Hospitalizations in Global Clinical Trials},
  author = {Pablo M. Marti-Castellote and Christopher Reeder and Brian Claggett and Pulkit Singh and Emily S. Lau and Shaan Khurshid and Puneet Batra and Steven A. Lubitz and Mahnaz Maddah and Orly Vardeny and Eldrin F. Lewis and Marc Pfeffer and Pardeep Jhund and Akshay S. Desai and John J.V. McMurray and Patrick T. Ellinor and Jennifer E. Ho and Scott D. Solomon and Jonathan W. Cunningham},
  year = {2025},
  journal = {Circulation: Heart Failure},
  doi = {10.1161/circheartfailure.124.012514},
  url = {https://doi.org/10.1161/circheartfailure.124.012514}
}

RIS

TY  - JOUR
TI  - Natural Language Processing to Adjudicate Heart Failure Hospitalizations in Global Clinical Trials
AU  - Pablo M. Marti-Castellote
AU  - Christopher Reeder
AU  - Brian Claggett
AU  - Pulkit Singh
AU  - Emily S. Lau
AU  - Shaan Khurshid
AU  - Puneet Batra
AU  - Steven A. Lubitz
AU  - Mahnaz Maddah
AU  - Orly Vardeny
AU  - Eldrin F. Lewis
AU  - Marc Pfeffer
AU  - Pardeep Jhund
AU  - Akshay S. Desai
AU  - John J.V. McMurray
AU  - Patrick T. Ellinor
AU  - Jennifer E. Ho
AU  - Scott D. Solomon
AU  - Jonathan W. Cunningham
PY  - 2025
JO  - Circulation: Heart Failure
DO  - 10.1161/circheartfailure.124.012514
UR  - https://doi.org/10.1161/circheartfailure.124.012514
ER  -

APA

Marti-Castellote, P. M., Reeder, C., Claggett, B., Singh, P., Lau, E. S., Khurshid, S., Batra, P., Lubitz, S. A., Maddah, M., Vardeny, O., Lewis, E. F., Pfeffer, M., Jhund, P., Desai, A. S., McMurray, J. J., Ellinor, P. T., Ho, J. E., Solomon, S. D., & Cunningham, J. W. (2025). Natural Language Processing to Adjudicate Heart Failure Hospitalizations in Global Clinical Trials. Circulation: Heart Failure. https://doi.org/10.1161/circheartfailure.124.012514

Source records

crossref · retrieved 2026-09-27T00:19:18.010Z