A promising approach for screening pulmonary hypertension based on frontal chest radiographs using deep learning: A retrospective study.

<h4>Background</h4>To date, the missed diagnosis rate of pulmonary hypertension (PH) was high, and there has been limited development of a rapid, simple, and effective way to screen the disease. The purpose of this study is to develop a deep learning approach to achieve rapid detection o...

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Bibliographic Details
Main Authors: Xiao-Ling Zou, Yong Ren, Ding-Yun Feng, Xu-Qi He, Yue-Fei Guo, Hai-Ling Yang, Xian Li, Jia Fang, Quan Li, Jun-Jie Ye, Lan-Qing Han, Tian-Tuo Zhang
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2020-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0236378