[Research on classification of benign and malignant lung nodules based on three-dimensional multi-view squeeze-and-excitation convolutional neural network].

Yang, Yang; Li, Xiaoqin; Han, Zhenbo; Fu, Jipeng; Gao, Bin

Yang, Yang; Li, Xiaoqin; Han, Zhenbo; Fu, Jipeng; Gao, Bin.

Afiliação

Yang Y; Faculty of Environment and Life, Beijing University of Technology, Beijing 100124, P. R. China.
Li X; Faculty of Environment and Life, Beijing University of Technology, Beijing 100124, P. R. China.
Han Z; Faculty of Environment and Life, Beijing University of Technology, Beijing 100124, P. R. China.
Fu J; Faculty of Environment and Life, Beijing University of Technology, Beijing 100124, P. R. China.
Gao B; Faculty of Environment and Life, Beijing University of Technology, Beijing 100124, P. R. China.

Sheng Wu Yi Xue Gong Cheng Xue Za Zhi ; 39(3): 452-461, 2022 Jun 25.

Article em Zh | MEDLINE | ID: mdl-35788514

Assuntos

Neoplasias Pulmonares; Tomografia Computadorizada por Raios X; Humanos; Pulmão/patologia; Neoplasias Pulmonares/diagnóstico; Neoplasias Pulmonares/patologia; Redes Neurais de Computação; Tomografia Computadorizada por Raios X/métodos

Palavras-chave

Attention mechanism; Consistency analysis; Deep learning; Image processing; Lung nodule

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Tomografia Computadorizada por Raios X / Neoplasias Pulmonares Tipo de estudo: Diagnostic_studies / Prognostic_studies / Screening_studies Limite: Humans Idioma: Zh Ano de publicação: 2022 Tipo de documento: Article

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