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Automated semantic lung segmentation in chest CT images using deep neural network

Lung segmentation algorithms play a significant role in segmenting theinfected regions in the lungs. This work aims to develop a computationally efficient and robust deep learning model for lung segmentation using chest computed tomography (CT) images with DeepLabV3 + networks for two-class (backgro...

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Detalles Bibliográficos
Autores principales: Murugappan, M., Bourisly, Ali K., Prakash, N. B., Sumithra, M. G., Acharya, U. Rajendra
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer London 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10088735/
https://www.ncbi.nlm.nih.gov/pubmed/37273912
http://dx.doi.org/10.1007/s00521-023-08407-1