A transfer learning with structured filter pruning approach for improved breast cancer classification on point-of-care devices.

Choudhary, Tejalal; Mishra, Vipul; Goswami, Anurag; Sarangapani, Jagannathan

Choudhary, Tejalal; Mishra, Vipul; Goswami, Anurag; Sarangapani, Jagannathan.

Afiliação

Choudhary T; Bennett University, Greater Noida, Uttar Pradesh, 201310, India. Electronic address: tejalal.choudhary@gmail.com.
Mishra V; Bennett University, Greater Noida, Uttar Pradesh, 201310, India. Electronic address: vipul.mishra@bennett.edu.in.
Goswami A; Bennett University, Greater Noida, Uttar Pradesh, 201310, India. Electronic address: anurag.goswami@bennett.edu.in.
Sarangapani J; Missouri University of Science and Technology, Rolla, MO, 65409, USA. Electronic address: sarangap@mst.edu.

Comput Biol Med ; 134: 104432, 2021 07.

Article em En | MEDLINE | ID: mdl-33964737

Assuntos

Neoplasias da Mama; Feminino; Humanos; Aprendizado de Máquina; Redes Neurais de Computação; Sistemas Automatizados de Assistência Junto ao Leito

Palavras-chave

Breast cancer; Convolutional neural network; Efficient inference; Filter pruning; Invasive ductal carcinoma

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Neoplasias da Mama Limite: Female / Humans Idioma: En Ano de publicação: 2021 Tipo de documento: Article

Texto completo

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XML

PubMed Links

Buscar no Google

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Neoplasias da Mama Limite: Female / Humans Idioma: En Ano de publicação: 2021 Tipo de documento: Article