Pediatric pneumonia diagnosis using stacked ensemble learning on multi-model deep CNN architectures.

Arun Prakash, J; Asswin, C R; Ravi, Vinayakumar; Sowmya, V; Soman, K P

Arun Prakash, J; Asswin, C R; Ravi, Vinayakumar; Sowmya, V; Soman, K P.

Afiliação

Arun Prakash J; Center for Computational Engineering and Networking (CEN), Amrita School of Engineering, Amrita Vishwa Vidyapeetham, Coimbatore, India.
Asswin CR; Center for Computational Engineering and Networking (CEN), Amrita School of Engineering, Amrita Vishwa Vidyapeetham, Coimbatore, India.
Ravi V; Center for Artificial Intelligence, Prince Mohammad Bin Fahd University, Khobar, Saudi Arabia.
Sowmya V; Center for Computational Engineering and Networking (CEN), Amrita School of Engineering, Amrita Vishwa Vidyapeetham, Coimbatore, India.
Soman KP; Center for Computational Engineering and Networking (CEN), Amrita School of Engineering, Amrita Vishwa Vidyapeetham, Coimbatore, India.

Multimed Tools Appl ; 82(14): 21311-21351, 2023.

Article em En | MEDLINE | ID: mdl-36281318

Palavras-chave

Chest X-rays; Computer-aided diagnosis; Contrast limited adaptive histogram equalization; Deep learning; Pediatric pneumonia; Stacking classifier; Stratified K-fold; Transfer learning

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Texto completo: 1 Base de dados: MEDLINE Tipo de estudo: Diagnostic_studies / Prognostic_studies Idioma: En Ano de publicação: 2023 Tipo de documento: Article

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PubMed Links

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Texto completo: 1 Base de dados: MEDLINE Tipo de estudo: Diagnostic_studies / Prognostic_studies Idioma: En Ano de publicação: 2023 Tipo de documento: Article