Prediction of treatment response in patients with brain metastasis receiving stereotactic radiosurgery based on pre-treatment multimodal MRI radiomics and clinical risk factors: A machine learning model.

Du, Peng; Liu, Xiao; Shen, Li; Wu, Xuefan; Chen, Jiawei; Chen, Lang; Cao, Aihong; Geng, Daoying

Du, Peng; Liu, Xiao; Shen, Li; Wu, Xuefan; Chen, Jiawei; Chen, Lang; Cao, Aihong; Geng, Daoying.

Afiliación

Du P; The Second Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China.
Liu X; Huashan Hospital, Fudan University, Shanghai, China.
Shen L; School of Computer and Information Technology, Beijing, China.
Wu X; Department of Radiology, Jiahui International Hospital, Shanghai, China.
Chen J; Department of Radiology, Shanghai Gamma Hospital, Shanghai, China.
Chen L; Huashan Hospital, Fudan University, Shanghai, China.
Cao A; The Second Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China.
Geng D; The Second Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, China.

Front Oncol ; 13: 1114194, 2023.

Article en En | MEDLINE | ID: mdl-36994193

Palabras clave

brain metastasis; machine learning; multimodal MRI; radiomics; stereotactic radiosurgery; treatment response

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Tipo de estudio: Etiology_studies / Prognostic_studies / Risk_factors_studies Idioma: En Revista: Front Oncol Año: 2023 Tipo del documento: Article País de afiliación: China Pais de publicación: Suiza

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