A Systematic Evaluation of Ensemble Learning Methods for Fine-Grained Semantic Segmentation of Tuberculosis-Consistent Lesions in Chest Radiographs.

Rajaraman, Sivaramakrishnan; Yang, Feng; Zamzmi, Ghada; Xue, Zhiyun; Antani, Sameer K

Rajaraman, Sivaramakrishnan; Yang, Feng; Zamzmi, Ghada; Xue, Zhiyun; Antani, Sameer K.

Afiliação

Rajaraman S; National Library of Medicine, National Institutes of Health, Bethesda, MD 20892, USA.
Yang F; National Library of Medicine, National Institutes of Health, Bethesda, MD 20892, USA.
Zamzmi G; National Library of Medicine, National Institutes of Health, Bethesda, MD 20892, USA.
Xue Z; National Library of Medicine, National Institutes of Health, Bethesda, MD 20892, USA.
Antani SK; National Library of Medicine, National Institutes of Health, Bethesda, MD 20892, USA.

Bioengineering (Basel) ; 9(9)2022 Aug 24.

Article em En | MEDLINE | ID: mdl-36134959

Palavras-chave

bone suppression; chest X-rays; deep learning; ensemble; segmentation; stacking; tuberculosis

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Texto completo: 1 Coleções: 01-internacional Contexto em Saúde: 2_ODS3 / 3_ND Base de dados: MEDLINE Tipo de estudo: Prognostic_studies Idioma: En Revista: Bioengineering (Basel) Ano de publicação: 2022 Tipo de documento: Article

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