Prediction of Pulmonary to Systemic Flow Ratio in Patients With Congenital Heart Disease Using Deep Learning–Based Analysis of Chest Radiographs

IMPORTANCE: Chest radiography is a useful noninvasive modality to evaluate pulmonary blood flow status in patients with congenital heart disease. However, the predictive value of chest radiography is limited by the subjective and qualitive nature of the interpretation. Recently, deep learning has be...

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Bibliografiske detaljer
Udgivet i:JAMA Cardiol
Main Authors: Toba, Shuhei, Mitani, Yoshihide, Yodoya, Noriko, Ohashi, Hiroyuki, Sawada, Hirofumi, Hayakawa, Hidetoshi, Hirayama, Masahiro, Futsuki, Ayano, Yamamoto, Naoki, Ito, Hisato, Konuma, Takeshi, Shimpo, Hideto, Takao, Motoshi
Format: Artigo
Sprog:Inglês
Udgivet: American Medical Association 2020
Fag:
Original Investigation
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6990846/
https://ncbi.nlm.nih.gov/pubmed/31968049
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1001/jamacardio.2019.5620
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