Deep learning approach for analyzing chest x-rays to predict cardiac events in heart failure

Deep learning approach for analyzing chest x-rays to predict cardiac events in heart failure

BackgroundA deep learning (DL) model based on a chest x-ray was reported to predict elevated pulmonary artery wedge pressure (PAWP) as heart failure (HF).ObjectivesThe aim of this study was to (1) investigate the role of probability of elevated PAWP for the prediction of clinical outcomes in associa...

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Bibliographic Details
Main Authors: Kenya Kusunose, Yukina Hirata, Natsumi Yamaguchi, Yoshitaka Kosaka, Takumasa Tsuji, Jun’ichi Kotoku, Masataka Sata
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-05-01
Series:Frontiers in Cardiovascular Medicine
Subjects:
heart failure with reduced ejection fraction
heart failure with preserved ejection fraction
artificial intelligence
deep learning
chest x-ray
Online Access:https://www.frontiersin.org/articles/10.3389/fcvm.2023.1081628/full

Internet

https://www.frontiersin.org/articles/10.3389/fcvm.2023.1081628/full

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