A Model Using Support Vector Machines Recursive Feature Elimination (SVM-RFE) Algorithm to Classify Whether COPD Patients Have Been Continuously Managed According to GOLD Guidelines.

Xia, Jie; Sun, Lina; Xu, Suqin; Xiang, Qiu; Zhao, Jianping; Xiong, Weining; Xu, Yongjian; Chu, Shuyuan

Xia, Jie; Sun, Lina; Xu, Suqin; Xiang, Qiu; Zhao, Jianping; Xiong, Weining; Xu, Yongjian; Chu, Shuyuan.

Afiliação

Xia J; Department of Respiratory and Critical Care Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Sciences & Technology, Wuhan, People's Republic of China.
Sun L; Wuhan Clinical Medical Research Center for Chronic Airway Diseases, Tongji Hospital, Tongji Medical College, Huazhong University of Sciences & Technology, Wuhan, People's Republic of China.
Xu S; Key Laboratory of Pulmonary Diseases of Health Ministry, Tongji Hospital, Tongji Medical College, Huazhong University of Sciences & Technology, Wuhan, People's Republic of China.
Xiang Q; Key Site of National Clinical Research Center for Respiratory Disease, Tongji Hospital, Tongji Medical College, Huazhong University of Sciences & Technology, Wuhan, People's Republic of China.
Zhao J; Department of Respiratory and Critical Care Medicine, Peking University Third Hospital, Beijing, People's Republic of China.
Xiong W; Department of Respiratory and Critical Care Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Sciences & Technology, Wuhan, People's Republic of China.
Xu Y; Wuhan Clinical Medical Research Center for Chronic Airway Diseases, Tongji Hospital, Tongji Medical College, Huazhong University of Sciences & Technology, Wuhan, People's Republic of China.
Chu S; Key Laboratory of Pulmonary Diseases of Health Ministry, Tongji Hospital, Tongji Medical College, Huazhong University of Sciences & Technology, Wuhan, People's Republic of China.

Int J Chron Obstruct Pulmon Dis ; 15: 2779-2786, 2020.

Article em En | MEDLINE | ID: mdl-33177815

Assuntos

Doença Pulmonar Obstrutiva Crônica; Máquina de Vetores de Suporte; Algoritmos; Humanos; Estudos Prospectivos; Doença Pulmonar Obstrutiva Crônica/diagnóstico; Doença Pulmonar Obstrutiva Crônica/tratamento farmacológico; Estudos Retrospectivos

Palavras-chave

COPD; GOLD; continuous management; support vector machine

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Doença Pulmonar Obstrutiva Crônica / Máquina de Vetores de Suporte Tipo de estudo: Diagnostic_studies / Guideline / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Revista: Int J Chron Obstruct Pulmon Dis Ano de publicação: 2020 Tipo de documento: Article

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