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Using machine learning algorithm to analyse the hypothyroidism complications caused by radiotherapy in patients with head and neck cancer

Machine learning algorithms were used to analyze the odds and predictors of complications of thyroid damage after radiation therapy in patients with head and neck cancer. This study used decision tree (DT), random forest (RF), and support vector machine (SVM) algorithms to evaluate predictors for th...

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Detalles Bibliográficos
Autores principales: Lee, Tsair-Fwu, Lee, Shen-Hao, Tseng, Chin-Dar, Lin, Chih-Hsueh, Chiu, Chi-Min, Lin, Guang-Zhi, Yang, Jack, Chang, Liyun, Chiu, Yu-Hao, Su, Chun-Ting, Yeh, Shyh-An
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10628223/
https://www.ncbi.nlm.nih.gov/pubmed/37932394
http://dx.doi.org/10.1038/s41598-023-46509-x