Webtool to enhance the accuracy of diagnostic algorithms for HFpEF: a prospective cross-over study.

Jerremy WeertsHesam AminArantxa Barandiarán Aizpurua Andreas B Gevaert M Louis Handoko Jeroen Dauw Naung Tun HanKarl-Philipp RommelFrederik Hendrik Verbrugge Karl-Patrik KresojaSandra Sanders-van WijkHans-Peter Brunner-La Rocca Antoni Bayés-Genís Joost LumensChristian KnackstedtVanessa P M van Empel

Published in: ESC heart failure (2023)

Manual calculation of HFpEF diagnostic algorithms is often inaccurate. Using an automated webtool to calculate HFpEF algorithms significantly improved correct scoring. This new approach may impact the eventual diagnostic decision in up to two-thirds of cases, supporting its routine use in clinical practice.

Keyphrases

machine learning
clinical practice
deep learning
decision making