Assessment of MGMT promoter methylation status in glioblastoma using deep learning features from multi-sequence MRI of intratumoral and peritumoral regions

Abstract Objective This study aims to evaluate the effectiveness of deep learning features derived from multi-sequence magnetic resonance imaging (MRI) in determining the O6-methylguanine-DNA methyltransferase (MGMT) promoter methylation status among glioblastoma patients. Methods Clinical, patholog...

Descrición completa

Detalles Bibliográficos

Principais autores:	Xuan Yu, Jing Zhou, Yaping Wu, Yan Bai, Nan Meng, Qingxia Wu, Shuting Jin, Huanhuan Liu, Panlong Li, Meiyun Wang
Formato:	Artigo
Idioma:	Inglês
Publicado:	BMC 2024-12-01
Series:	Cancer Imaging
Assuntos:	Glioblastoma O6-methylguanine-DNA methyltransferase Magnetic resonance imaging Deep learning
Acceso en liña:	https://doi.org/10.1186/s40644-024-00817-1
Tags:	Engadir etiqueta Sen Etiquetas, Sexa o primeiro en etiquetar este rexistro!