Application of interpretable machine learning algorithms to predict distant metastasis in osteosarcoma.

Bai, Bing-Li; Wu, Zong-Yi; Weng, She-Ji; Yang, Qing

Bai, Bing-Li; Wu, Zong-Yi; Weng, She-Ji; Yang, Qing.

Afiliação

Bai BL; Department of Orthopedics Surgery, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, China.
Wu ZY; Department of Orthopedics Surgery, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, China.
Weng SJ; Department of Orthopedics Surgery, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, China.
Yang Q; Department of Breast Surgery, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, China.

Cancer Med ; 12(4): 5025-5034, 2023 02.

Article em En | MEDLINE | ID: mdl-36082478

Assuntos

Neoplasias Ósseas; Osteossarcoma; Adolescente; Criança; Humanos; Teorema de Bayes; Algoritmos; Aprendizado de Máquina

Palavras-chave

SEER; Shapley additive explanation; adaptive synthetic technique; distant metastasis; machine learning; osteosarcoma

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Neoplasias Ósseas / Osteossarcoma Tipo de estudo: Prognostic_studies / Risk_factors_studies Limite: Adolescent / Child / Humans Idioma: En Revista: Cancer Med Ano de publicação: 2023 Tipo de documento: Article

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