• Imaging biomarker analysis of advanced multiparametric MRI for glioma grading 

      Vamvakas A., Williams S.C., Theodorou K., Kapsalaki E., Fountas K., Kappas C., Vassiou K., Tsougos I. (2019)
      Aims and objectives: To investigate the value of advanced multiparametric MR imaging biomarker analysis based on radiomic features and machine learning classification, in the non-invasive evaluation of tumor heterogeneity ...
    • Machine Learning in Meningioma MRI: Past to Present. A Narrative Review 

      Neromyliotis E., Kalamatianos T., Paschalis A., Komaitis S., Fountas K.N., Kapsalaki E.Z., Stranjalis G., Tsougos I. (2022)
      Meningioma is one of the most frequent primary central nervous system tumors. While magnetic resonance imaging (MRI), is the standard radiologic technique for provisional diagnosis and surveillance of meningioma, it ...