Utilizing machine learning algorithms for the prediction of carotid artery plaques in a Chinese population.

Weng, Shuwei; Chen, Jin; Ding, Chen; Hu, Die; Liu, Wenwu; Yang, Yanyi; Peng, Daoquan

Weng, Shuwei; Chen, Jin; Ding, Chen; Hu, Die; Liu, Wenwu; Yang, Yanyi; Peng, Daoquan.

Afiliação

Weng S; Department of Cardiovascular Medicine, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China.
Chen J; Research Institute of Blood Lipid and Atherosclerosis, Changsha, Hunan, China.
Ding C; Department of Cardiovascular Medicine, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China.
Hu D; Research Institute of Blood Lipid and Atherosclerosis, Changsha, Hunan, China.
Liu W; Department of Cardiology, Suzhou Dushu Lake Hospital, Dushu Lake Hospital Affiliated to Soochow University, Medical Center of Soochow University, Suzhou, Jiangsu, China.
Yang Y; Department of Cardiovascular Medicine, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China.
Peng D; Research Institute of Blood Lipid and Atherosclerosis, Changsha, Hunan, China.

Front Physiol ; 14: 1295371, 2023.

Article em En | MEDLINE | ID: mdl-38028761

Palavras-chave

LightGBM; carotid artery plaque; machine learning; primary prevention; screening

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Texto completo: 1 Coleções: 01-internacional Contexto em Saúde: 2_ODS3 Base de dados: MEDLINE Idioma: En Revista: Front Physiol Ano de publicação: 2023 Tipo de documento: Article

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