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Detection of pulmonary nodules based on a multiscale feature 3D U-Net convolutional neural network of transfer learning
A new computer-aided detection scheme is proposed, the 3D U-Net convolutional neural network, based on multiscale features of transfer learning to automatically detect pulmonary nodules from the thoracic region containing background and noise. The test results can be used as reference information fo...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7449493/ https://www.ncbi.nlm.nih.gov/pubmed/32845877 http://dx.doi.org/10.1371/journal.pone.0235672 |