Pneumothorax detection and segmentation from chest X-ray radiographs using a patch-based fully convolutional encoder-decoder network

Pneumothorax, a life-threatening condition characterized by air accumulation in the pleural cavity, requires early and accurate detection for optimal patient outcomes. Chest X-ray radiographs are a common diagnostic tool due to their speed and affordability. However, detecting pneumothorax can be ch...

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Vydáno v:	Frontiers in radiology Ročník 4; s. 1424065
Hlavní autoři:	Dumbrique, Jakov Ivan S., Hernandez, Reynan B., Cruz, Juan Miguel L., Pagdanganan, Ryan M., Naval, Prospero C.
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Switzerland Frontiers Media S.A 11.12.2024
Témata:	automatic image segmentation convolutional neural network deep learning lung pathology detection pneumothorax Radiology Vision Transformer chest X-rays deep learning lung pathology detection automatic image segmentation convolutional neural network Vision Transformer diagnostic radiology pneumothorax
ISSN:	2673-8740, 2673-8740
On-line přístup:	Získat plný text
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