Identification of heart failure hospitalization from NHS Digital data: comparison with expert adjudication.

Fardad SoltaniJoshua BradleyAntonio BonandiNicholas BlackJohn P FarrantAdam PailingChristopher OrsborneSimon G WilliamsErik B SchelbertSusanna DoddRichard WilliamsNiels PeekMatthias SchmittTheresa McDonaghChristopher A Miller

Published in: ESC heart failure (2024)

NHS Digital data were not able to accurately identify HHF and should not be used in isolation for this purpose.

Keyphrases

heart failure
electronic health record
patient safety
big data
left ventricular
clinical practice
machine learning
deep learning