A priori prediction of local failure in brain metastasis after hypo-fractionated stereotactic radiotherapy using quantitative MRI and machine learning

This study investigated the effectiveness of pre-treatment quantitative MRI and clinical features along with machine learning techniques to predict local failure in patients with brain metastasis treated with hypo-fractionated stereotactic radiation therapy (SRT). The predictive models were develope...

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Detalles Bibliográficos
Autores principales: Jaberipour, Majid, Soliman, Hany, Sahgal, Arjun, Sadeghi-Naini, Ali
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8566533/
https://www.ncbi.nlm.nih.gov/pubmed/34732781
http://dx.doi.org/10.1038/s41598-021-01024-9

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8566533/
https://www.ncbi.nlm.nih.gov/pubmed/34732781
http://dx.doi.org/10.1038/s41598-021-01024-9

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