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Automatic and efficient pneumothorax segmentation from CT images using EFA-Net with feature alignment function

Pneumothorax is a condition involving a collapsed lung, which requires accurate segmentation of computed tomography (CT) images for effective clinical decision-making. Numerous convolutional neural network-based methods for medical image segmentation have been proposed, but they often struggle to ba...

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Detalles Bibliográficos
Autores principales: Liu, Yinghao, Liang, Pengchen, Liang, Kaiyi, Chang, Qing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10504271/
https://www.ncbi.nlm.nih.gov/pubmed/37714871
http://dx.doi.org/10.1038/s41598-023-42388-4