Machine learning based differentiation of glioblastoma from brain metastasis using MRI derived radiomics

Few studies have addressed radiomics based differentiation of Glioblastoma (GBM) and intracranial metastatic disease (IMD). However, the effect of different tumor masks, comparison of single versus multiparametric MRI (mp-MRI) or select combination of sequences remains undefined. We cross-compared m...

Descripción completa

Detalles Bibliográficos
Autores principales: Priya, Sarv, Liu, Yanan, Ward, Caitlin, Le, Nam H., Soni, Neetu, Pillenahalli Maheshwarappa , Ravishankar, Monga, Varun, Zhang, Honghai, Sonka, Milan, Bathla, Girish
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/PMC8131619/
https://www.ncbi.nlm.nih.gov/pubmed/34006893
http://dx.doi.org/10.1038/s41598-021-90032-w

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8131619/
https://www.ncbi.nlm.nih.gov/pubmed/34006893
http://dx.doi.org/10.1038/s41598-021-90032-w

Ejemplares similares