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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...

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Detalles Bibliográficos
Autores principales: Tang, Siyuan, Yang, Min, Bai, Jinniu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
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