Radiogenomics and machine learning predict oncogenic signaling pathways in glioblastoma

Radiogenomics and machine learning predict oncogenic signaling pathways in glioblastoma

Abstract Background Glioblastoma (GBM) is a highly aggressive brain tumor associated with a poor patient prognosis. The survival rate remains low despite standard therapies, highlighting the urgent need for novel treatment strategies. Advanced imaging techniques, particularly magnetic resonance imag...

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Bibliographic Details
Main Authors: Abdul Basit Ahanger, Syed Wajid Aalam, Tariq Ahmad Masoodi, Asma Shah, Meraj Alam Khan, Ajaz A. Bhat, Assif Assad, Muzafar Ahmad Macha, Muzafar Rasool Bhat
Format: Article
Language:English
Published: BMC 2025-01-01
Series:Journal of Translational Medicine
Subjects:
Glioblastoma
Signalling pathways
Radiogenomics
Machine learning
Online Access:https://doi.org/10.1186/s12967-025-06101-5
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