Towards Automatic Detection of Pneumothorax in Emergency Care with Deep Learning Using Multi-Source Chest X-ray Data

Towards Automatic Detection of Pneumothorax in Emergency Care with Deep Learning Using Multi-Source Chest X-ray Data

Pneumothorax is a potentially life-threatening condition defined as the collapse of the lung due to air leakage into the chest cavity. Delays in the diagnosis of pneumothorax can lead to severe complications and even mortality. A significant challenge in pneumothorax diagnosis is the shortage of rad...

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Bibliographic Details
Main Authors: Santiago Ibañez Caturla, Juan de Dios Berná Mestre, Oscar Martinez Mozos
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Future Internet
Subjects:
pneumothorax
deep learning
chest X-ray
medical imaging
artificial intelligence
radiography
Online Access:https://www.mdpi.com/1999-5903/17/7/292
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