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

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

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Detalles Bibliográficos
Autores principales: Kusunose, Kenya, Hirata, Yukina, Yamaguchi, Natsumi, Kosaka, Yoshitaka, Tsuji, Takumasa, Kotoku, Jun’ichi, Sata, Masataka
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Cardiovascular Medicine
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10235507/
https://www.ncbi.nlm.nih.gov/pubmed/37273880
http://dx.doi.org/10.3389/fcvm.2023.1081628

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10235507/
https://www.ncbi.nlm.nih.gov/pubmed/37273880
http://dx.doi.org/10.3389/fcvm.2023.1081628

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