Virtual Biopsy for the Prediction of MGMT Promoter Methylation in Gliomas: A Comprehensive Review of Radiomics and Deep Learning Approaches Applied to MRI

<b>Background/Objectives</b>: The methylation status of the O6-methylguanine-DNA methyltransferase (MGMT) promoter in gliomas has emerged as a critical biomarker for prognosis and treatment response. Conventional methods for assessing MGMT promoter methylation, such as methylation-specific PCR, are...

وصف كامل

التفاصيل البيبلوغرافية

المؤلفون الرئيسيون:	Augusto Leone, Veronica Di Napoli, Nicola Pio Fochi, Giuseppe Di Perna, Uwe Spetzger, Elena Filimonova, Flavio Angileri, Francesco Carbone, Antonio Colamaria
التنسيق:	Artigo
اللغة:	Inglês
منشور في:	MDPI AG 2025-01-01
سلاسل:	Diagnostics
الموضوعات:	radiomics deep learning machine learning O6-methylguanine-DNA methyltransferase gliomas non-invasive diagnostics
الوصول للمادة أونلاين:	https://www.mdpi.com/2075-4418/15/3/251
الوسوم:	إضافة وسم لا توجد وسوم, كن أول من يضع وسما على هذه التسجيلة!