Knowledge transfer between brain lesion segmentation tasks with increased model capacity.

Liu, Yanlin; Cui, Wenhui; Ha, Qing; Xiong, Xiaoliang; Zeng, Xiangzhu; Ye, Chuyang

Liu, Yanlin; Cui, Wenhui; Ha, Qing; Xiong, Xiaoliang; Zeng, Xiangzhu; Ye, Chuyang.

Afiliación

Liu Y; School of Information and Electronics, Beijing Institute of Technology, Beijing, China.
Cui W; School of Computer Science and Technology, Xidian University, Xi'an, China.
Ha Q; Deepwise AI Lab, Beijing, China.
Xiong X; Deepwise AI Lab, Beijing, China.
Zeng X; Department of Radiology, Peking University Third Hospital, Beijing, China.
Ye C; School of Information and Electronics, Beijing Institute of Technology, Beijing, China. Electronic address: chuyang.ye@bit.edu.cn.

Comput Med Imaging Graph ; 88: 101842, 2021 03.

Article en En | MEDLINE | ID: mdl-33387812

Asunto(s)

Neoplasias Encefálicas; Redes Neurales de la Computación; Encéfalo/diagnóstico por imagen; Neoplasias Encefálicas/diagnóstico por imagen; Diagnóstico por Imagen; Humanos; Procesamiento de Imagen Asistido por Computador

Palabras clave

Brain lesion segmentation; Fine-tuning; Increased model capacity; Knowledge transfer

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Texto completo: 1 Banco de datos: MEDLINE Asunto principal: Neoplasias Encefálicas / Redes Neurales de la Computación Tipo de estudio: Diagnostic_studies Límite: Humans Idioma: En Año: 2021 Tipo del documento: Article

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