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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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Detalhes bibliográficos
Publicado no:Sensors (Basel)
Main Authors: Kim, Minki, Lee, Byoung-Dai
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7826788/
https://ncbi.nlm.nih.gov/pubmed/33430480
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s21020369
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