Diagnosis of Parkinson's disease based on voice signals using SHAP and hard voting ensemble method.

Ghaheri, Paria; Nasiri, Hamid; Shateri, Ahmadreza; Homafar, Arman

Ghaheri, Paria; Nasiri, Hamid; Shateri, Ahmadreza; Homafar, Arman.

Afiliação

Ghaheri P; Electrical and Computer Engineering Department, Semnan University, Semnan, Iran.
Nasiri H; Department of Computer Engineering, Amirkabir University of Technology (Tehran Polytechnic), Tehran, Iran.
Shateri A; Electrical and Computer Engineering Department, Semnan University, Semnan, Iran.
Homafar A; Electrical and Computer Engineering Department, Semnan University, Semnan, Iran.

Comput Methods Biomech Biomed Engin ; : 1-17, 2023 Sep 28.

Article em En | MEDLINE | ID: mdl-37771234

Palavras-chave

Gradient boosting; LightGBM; Parkinson's disease; SHAP; XGBoost

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Tipo de estudo: Diagnostic_studies / Prognostic_studies Idioma: En Revista: Comput Methods Biomech Biomed Engin Assunto da revista: ENGENHARIA BIOMEDICA / FISIOLOGIA Ano de publicação: 2023 Tipo de documento: Article País de afiliação: Irã País de publicação: Reino Unido

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