Expectation-maximization algorithm leads to domain adaptation for a perineural invasion and nerve extraction task in whole slide digital pathology images.

Li, Xue; Huang, Jun; Wang, Cuiting; Yu, Xiaxia; Zhao, Tianhao; Huang, Chuan; Gao, Yi

Li, Xue; Huang, Jun; Wang, Cuiting; Yu, Xiaxia; Zhao, Tianhao; Huang, Chuan; Gao, Yi.

Afiliação

Li X; The School of Biomedical Engineering, Health Science Center, Shenzhen University, Shenzhen, Guangdong, People's Republic of China.
Huang J; The School of Biomedical Engineering, Health Science Center, Shenzhen University, Shenzhen, Guangdong, People's Republic of China.
Wang C; The School of Biomedical Engineering, Health Science Center, Shenzhen University, Shenzhen, Guangdong, People's Republic of China.
Yu X; The School of Biomedical Engineering, Health Science Center, Shenzhen University, Shenzhen, Guangdong, People's Republic of China.
Zhao T; Department of Pathology, The Renaissance School of Medicine at Stony Brook University, Brookhaven, NY, USA.
Huang C; Department of Pathology, The Renaissance School of Medicine at Stony Brook University, Brookhaven, NY, USA.
Gao Y; Department of Radiology and Imaging Sciences, Emory University, Atlanta, Georgia, USA.

Med Biol Eng Comput ; 61(2): 457-473, 2023 Feb.

Article em En | MEDLINE | ID: mdl-36496513

Assuntos

Neoplasias de Cabeça e Pescoço; Neoplasias da Próstata; Masculino; Humanos; Motivação; Algoritmos; Redes Neurais de Computação; Neoplasias da Próstata/patologia

Palavras-chave

Computational pathology; Domain adaptation; Expectation maximization; Whole slide image

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Neoplasias da Próstata / Neoplasias de Cabeça e Pescoço Tipo de estudo: Prognostic_studies Limite: Humans / Male Idioma: En Ano de publicação: 2023 Tipo de documento: Article

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