Artificial intelligence-based model for predicting pulmonary arterial hypertension on chest x-ray images

Artificial intelligence-based model for predicting pulmonary arterial hypertension on chest x-ray images

Abstract Background Pulmonary arterial hypertension is a serious medical condition. However, the condition is often misdiagnosed or a rather long delay occurs from symptom onset to diagnosis, associated with decreased 5-year survival. In this study, we developed and tested a deep-learning algorithm...

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Bibliographic Details
Main Authors: Shun Imai, Seiichiro Sakao, Jun Nagata, Akira Naito, Ayumi Sekine, Toshihiko Sugiura, Ayako Shigeta, Akira Nishiyama, Hajime Yokota, Norihiro Shimizu, Takeshi Sugawara, Toshiaki Nomi, Seiwa Honda, Keisuke Ogaki, Nobuhiro Tanabe, Takayuki Baba, Takuji Suzuki
Format: Article
Language:English
Published: BMC 2024-02-01
Series:BMC Pulmonary Medicine
Subjects:
Pulmonary arterial hypertension
Artificial intelligence
Deep learning
Chest X-ray
Online Access:https://doi.org/10.1186/s12890-024-02891-4

Internet

https://doi.org/10.1186/s12890-024-02891-4

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