Computer assisted recognition of breast cancer in biopsy images via fusion of nucleus-guided deep convolutional features.

George, Kalpana; Sankaran, Praveen; K, Paul Joseph

George, Kalpana; Sankaran, Praveen; K, Paul Joseph.

Afiliação

George K; Department of Electronics and Communication Engineering, National Institute of Technology Calicut, Kerala, India. Electronic address: kalpanageor@gmail.com.
Sankaran P; Department of Electronics and Communication Engineering, National Institute of Technology Calicut, Kerala, India. Electronic address: psankaran@nitc.ac.in.
K PJ; Department of Electrical Engineering, National Institute of Technology Calicut, Kerala, India. Electronic address: paul@nitc.ac.in.

Comput Methods Programs Biomed ; 194: 105531, 2020 Oct.

Article em En | MEDLINE | ID: mdl-32422473

Assuntos

Neoplasias da Mama; Biópsia; Neoplasias da Mama/diagnóstico por imagem; Computadores; Feminino; Humanos; Redes Neurais de Computação; Máquina de Vetores de Suporte

Palavras-chave

Breast cancer; Computer aided diagnosis (CAD); Convolutional neural network; Deep learning; Feature fusion; Histopathology; Image processing; Support vector machine

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Texto completo: 1 Coleções: 01-internacional Contexto em Saúde: 6_ODS3_enfermedades_notrasmisibles Base de dados: MEDLINE Assunto principal: Neoplasias da Mama Limite: Female / Humans Idioma: En Revista: Comput Methods Programs Biomed Ano de publicação: 2020 Tipo de documento: Article

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