A predictive method for hepatitis disease diagnosis using ensembles of neuro-fuzzy technique.

Nilashi, Mehrbakhsh; Ahmadi, Hossein; Shahmoradi, Leila; Ibrahim, Othman; Akbari, Elnaz

Nilashi, Mehrbakhsh; Ahmadi, Hossein; Shahmoradi, Leila; Ibrahim, Othman; Akbari, Elnaz.

Afiliação

Nilashi M; School of Computing, Faculty of Engineering, Universiti Teknologi Malaysia, 81310 UTM Johor Bahru, Johor, Malaysia. Electronic address: nilashidotnet@hotmail.com.
Ahmadi H; Department of Health Information Management, School of Health Management and Information Sciences, Iran University of Medical Sciences, Tehran, Iran.
Shahmoradi L; Halal Research Center of IRI, FDA, Tehran, Iran; Health Information Management Department, School of Allied Medical Sciences, Tehran University of Medical Sciences (TUMS), Iran.
Ibrahim O; School of Computing, Faculty of Engineering, Universiti Teknologi Malaysia, 81310 UTM Johor Bahru, Johor, Malaysia.
Akbari E; Department for Management of Science and Technology Development, Ton Duc Thang University, Ho Chi Minh City, Vietnam; Faculty of Electrical & Electronics Engineering, Ton Duc Thang University, Ho Chi Minh City, Vietnam. Electronic address: elnaz.akbari@tdtu.edu.vn.

J Infect Public Health ; 12(1): 13-20, 2019.

Article em En | MEDLINE | ID: mdl-30293875

Assuntos

Biologia Computacional/métodos; Hepatite/diagnóstico; Algoritmos; Mineração de Dados; Árvores de Decisões; Lógica Fuzzy; Hepatite/virologia; Humanos; Redes Neurais de Computação; Máquina de Vetores de Suporte

Palavras-chave

ANFIS ensemble; Decision trees; NIPALS; Public health; SOM; Viral hepatitis

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Biologia Computacional / Hepatite Tipo de estudo: Diagnostic_studies / Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Revista: J Infect Public Health Assunto da revista: DOENCAS TRANSMISSIVEIS / SAUDE PUBLICA Ano de publicação: 2019 Tipo de documento: Article País de publicação: Reino Unido

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