Impact of localized fine tuning in the performance of segmentation and classification of lung nodules from computed tomography scans using deep learning.

Cai, Jingwei; Guo, Lin; Zhu, Litong; Xia, Li; Qian, Lingjun; Lure, Yuan-Ming Fleming; Yin, Xiaoping

Cai, Jingwei; Guo, Lin; Zhu, Litong; Xia, Li; Qian, Lingjun; Lure, Yuan-Ming Fleming; Yin, Xiaoping.

Afiliación

Cai J; Radiology Department, Affiliated Hospital of Hebei University, Baoding, Hebei, China.
Guo L; Clinical Medical College, Hebei University, Baoding, Hebei, China.
Zhu L; Shenzhen Zhiying Medical Imaging, Shenzhen, Guangdong, China.
Xia L; Department of Medicine, Queen Mary Hospital, University of Hong, Hong Kong, Hong Kong SAR, China.
Qian L; Shenzhen Zhiying Medical Imaging, Shenzhen, Guangdong, China.
Lure YF; Shenzhen Zhiying Medical Imaging, Shenzhen, Guangdong, China.
Yin X; Shenzhen Zhiying Medical Imaging, Shenzhen, Guangdong, China.

Front Oncol ; 13: 1140635, 2023.

Article en En | MEDLINE | ID: mdl-37056345

Palabras clave

classification; localized fine tuning; lung nodules; segmentation; site-specific use

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Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Idioma: En Revista: Front Oncol Año: 2023 Tipo del documento: Article País de afiliación: China

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