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Automatic Lung Segmentation on Chest X-rays Using Self-Attention Deep Neural Network

Accurate identification of the boundaries of organs or abnormal objects (e.g., tumors) in medical images is important in surgical planning and in the diagnosis and prognosis of diseases. In this study, we propose a deep learning-based method to segment lung areas in chest X-rays. The novel aspect of...

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Detalles Bibliográficos
Autores principales: Kim, Minki, Lee, Byoung-Dai
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7826788/
https://www.ncbi.nlm.nih.gov/pubmed/33430480
http://dx.doi.org/10.3390/s21020369