Application of radiomics and machine learning in head and neck cancers.

Peng, Zhouying; Wang, Yumin; Wang, Yaxuan; Jiang, Sijie; Fan, Ruohao; Zhang, Hua; Jiang, Weihong

Peng, Zhouying; Wang, Yumin; Wang, Yaxuan; Jiang, Sijie; Fan, Ruohao; Zhang, Hua; Jiang, Weihong.

Afiliação

Peng Z; Department of Otolaryngology Head and Neck Surgery, Xiangya Hospital, Central South University, Changsha 410078, Hunan, China.
Wang Y; Department of Otolaryngology Head and Neck Surgery, Xiangya Hospital, Central South University, Changsha 410078, Hunan, China.
Wang Y; Department of Otolaryngology Head and Neck Surgery, Xiangya Hospital, Central South University, Changsha 410078, Hunan, China.
Jiang S; Department of Otolaryngology Head and Neck Surgery, Xiangya Hospital, Central South University, Changsha 410078, Hunan, China.
Fan R; Department of Otolaryngology Head and Neck Surgery, Xiangya Hospital, Central South University, Changsha 410078, Hunan, China.
Zhang H; Department of Otolaryngology Head and Neck Surgery, Xiangya Hospital, Central South University, Changsha 410078, Hunan, China.
Jiang W; Department of Otolaryngology Head and Neck Surgery, Xiangya Hospital, Central South University, Changsha 410078, Hunan, China.

Int J Biol Sci ; 17(2): 475-486, 2021.

Article em En | MEDLINE | ID: mdl-33613106

Assuntos

Neoplasias de Cabeça e Pescoço/radioterapia; Aprendizado de Máquina; Neoplasias de Cabeça e Pescoço/genética; Neoplasias de Cabeça e Pescoço/metabolismo; Neoplasias de Cabeça e Pescoço/patologia; Humanos

Palavras-chave

big data; head and neck cancers; machine learning; radiomics; sequential treatment

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Tipo de estudo: Prognostic_studies Limite: Humans Idioma: En Ano de publicação: 2021 Tipo de documento: Article

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