Diagnosis of COVID-19 via acoustic analysis and artificial intelligence by monitoring breath sounds on smartphones.

Chen, Zhiang; Li, Muyun; Wang, Ruoyu; Sun, Wenzhuo; Liu, Jiayi; Li, Haiyang; Wang, Tianxin; Lian, Yuan; Zhang, Jiaqian; Wang, Xinheng

Chen, Zhiang; Li, Muyun; Wang, Ruoyu; Sun, Wenzhuo; Liu, Jiayi; Li, Haiyang; Wang, Tianxin; Lian, Yuan; Zhang, Jiaqian; Wang, Xinheng.

Afiliação

Chen Z; School of Advanced Technology, Xi'an Jiaotong-Liverpool University, Suzhou 215123, China.
Li M; School of Advanced Technology, Xi'an Jiaotong-Liverpool University, Suzhou 215123, China.
Wang R; School of Advanced Technology, Xi'an Jiaotong-Liverpool University, Suzhou 215123, China.
Sun W; School of Advanced Technology, Xi'an Jiaotong-Liverpool University, Suzhou 215123, China.
Liu J; School of Advanced Technology, Xi'an Jiaotong-Liverpool University, Suzhou 215123, China.
Li H; School of Advanced Technology, Xi'an Jiaotong-Liverpool University, Suzhou 215123, China.
Wang T; School of Advanced Technology, Xi'an Jiaotong-Liverpool University, Suzhou 215123, China.
Lian Y; School of Advanced Technology, Xi'an Jiaotong-Liverpool University, Suzhou 215123, China.
Zhang J; School of Advanced Technology, Xi'an Jiaotong-Liverpool University, Suzhou 215123, China.
Wang X; School of Advanced Technology, Xi'an Jiaotong-Liverpool University, Suzhou 215123, China. Electronic address: xinheng.wang@xjtlu.edu.cn.

J Biomed Inform ; 130: 104078, 2022 06.

Article em En | MEDLINE | ID: mdl-35489595

Assuntos

Inteligência Artificial; COVID-19; Acústica; COVID-19/diagnóstico; Humanos; Redes Neurais de Computação; Sons Respiratórios/diagnóstico; Smartphone

Palavras-chave

Acoustic analysis; Breath sound; COVID-19; Convolutional Neural Network (CNN); k-Nearest Neighbors (kNN)

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Inteligência Artificial / COVID-19 Tipo de estudo: Diagnostic_studies / Prognostic_studies Limite: Humans Idioma: En Revista: J Biomed Inform Assunto da revista: INFORMATICA MEDICA Ano de publicação: 2022 Tipo de documento: Article País de afiliação: China

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