Deep Learning for Detection of Exercise-Induced Pulmonary Hypertension Using Chest X-Ray Images

Deep Learning for Detection of Exercise-Induced Pulmonary Hypertension Using Chest X-Ray Images

BackgroundStress echocardiography is an emerging tool used to detect exercise-induced pulmonary hypertension (EIPH). However, facilities that can perform stress echocardiography are limited by issues such as cost and equipment.ObjectiveWe evaluated the usefulness of a deep learning (DL) approach bas...

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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. 2022-06-01
Series:Frontiers in Cardiovascular Medicine
Subjects:
artificial intelligence
connective tissue disease
echocardiography
exercise pulmonary hypertension
scleroderma (SSc)
Online Access:https://www.frontiersin.org/articles/10.3389/fcvm.2022.891703/full

Internet

https://www.frontiersin.org/articles/10.3389/fcvm.2022.891703/full

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