Neck Lymph Node Recurrence in HNC Patients Might Be Predicted before Radiotherapy Using Radiomics Extracted from CT Images and XGBoost Algorithm.

Tsai, Yi-Lun; Chen, Shang-Wen; Kao, Chia-Hung; Cheng, Da-Chuan

Tsai, Yi-Lun; Chen, Shang-Wen; Kao, Chia-Hung; Cheng, Da-Chuan.

Afiliación

Tsai YL; The Ph.D Program for Medical Engineering and Rehabilitation Science, College of Biomedical Engineering, China Medical University, Taichung 404333, Taiwan.
Chen SW; Department of Radiation Oncology, China Medical University Hospital, Taichung 404327, Taiwan.
Kao CH; School of Medicine, College of Medicine, China Medical University, Taichung 404333, Taiwan.
Cheng DC; School of Medicine, College of Medicine, Taipei Medical University, Taipei 110301, Taiwan.

J Pers Med ; 12(9)2022 Aug 25.

Article en En | MEDLINE | ID: mdl-36143163

Palabras clave

XGBoost; head and neck cancer; machine learning; radiomics; recurrence

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Tipo de estudio: Prognostic_studies / Risk_factors_studies Idioma: En Revista: J Pers Med Año: 2022 Tipo del documento: Article País de afiliación: Taiwán Pais de publicación: Suiza

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