Machine Learning Based on a Multiparametric and Multiregional Radiomics Signature Predicts Radiotherapeutic Response in Patients with Glioblastoma

METHODS: The MRI images, genetic data, and clinical data of 152 patients with GBM were analyzed. 122 patients from the TCIA dataset (training set: n = 82; validation set: n = 40) and 30 patients from local hospitals were used as an independent test dataset. Radiomics features were extracted from mul...

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Detalles Bibliográficos
Autores principales: Pan, Zi-Qi, Zhang, Shu-Jun, Wang, Xiang-Lian, Jiao, Yu-Xin, Qiu, Jian-Jian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2020
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7604589/
https://www.ncbi.nlm.nih.gov/pubmed/33163122
http://dx.doi.org/10.1155/2020/1712604

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7604589/
https://www.ncbi.nlm.nih.gov/pubmed/33163122
http://dx.doi.org/10.1155/2020/1712604

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