CPSS: Fusing consistency regularization and pseudo-labeling techniques for semi-supervised deep cardiovascular disease detection using all unlabeled electrocardiograms.

Shi, Jiguang; Liu, Wenhan; Zhang, Huaicheng; Chang, Sheng; Wang, Hao; He, Jin; Huang, Qijun

Shi, Jiguang; Liu, Wenhan; Zhang, Huaicheng; Chang, Sheng; Wang, Hao; He, Jin; Huang, Qijun.

Afiliação

Shi J; School of Physics and Technology, Wuhan University, Wuhan, 430072, China.
Liu W; School of Physics and Technology, Wuhan University, Wuhan, 430072, China.
Zhang H; School of Physics and Technology, Wuhan University, Wuhan, 430072, China.
Chang S; School of Physics and Technology, Wuhan University, Wuhan, 430072, China.
Wang H; School of Physics and Technology, Wuhan University, Wuhan, 430072, China.
He J; School of Physics and Technology, Wuhan University, Wuhan, 430072, China.
Huang Q; School of Physics and Technology, Wuhan University, Wuhan, 430072, China. Electronic address: huangqj@whu.edu.cn.

Comput Methods Programs Biomed ; 254: 108315, 2024 Sep.

Article em En | MEDLINE | ID: mdl-38991373

Assuntos

Algoritmos; Doenças Cardiovasculares; Aprendizado Profundo; Eletrocardiografia; Aprendizado de Máquina Supervisionado; Humanos; Eletrocardiografia/métodos; Doenças Cardiovasculares/diagnóstico; Aprendizado de Máquina não Supervisionado; Bases de Dados Factuais

Palavras-chave

Consistency regularization; Electrocardiogram (ECG); Pseudo-labeling; Semi-supervised learning (SSL); System-on-a-chip (SoC)

Texto completo

Imprimir

XML

PubMed Links

Buscar no Google

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Algoritmos / Doenças Cardiovasculares / Eletrocardiografia / Aprendizado de Máquina Supervisionado / Aprendizado Profundo Limite: Humans Idioma: En Ano de publicação: 2024 Tipo de documento: Article

Texto completo

Imprimir

XML

PubMed Links

Buscar no Google