A Machine Learning Approach to Predicting MGMT Methylation Status in Glioblastoma Patients
Radiomics in OncologyPhoto by National Cancer Institute on UnsplashIntroductionToday, we’re going to explore a study done for glioblastoma patients that was published in the journal Nature, Scientific Reports: Improving MGMT methylation status prediction of glioblastoma through optimizing radiomics features using genetic algorithm-based machine learning approach. The goal of this study was to try to predict O6-Methylguanine-DNA-methyltransferae (MGMT) methylation status. The reason why it is important to be able to…