Vasileios G. Kanas

Learning MRI-based classification models for MGMT methylation status prediction in glioblastoma

Vasileios G. Kanas, Evangelia I. Zacharaki, Ginu Thomas et al. · Computer Methods and Programs in Biomedicine · 2016 · 97 citations

Neuro-oncology, Neuroimaging Biomarkers, Medical Imaging +10

Investigating machine learning techniques for MRI-based classification of brain neoplasms

Evangelia I. Zacharaki, Vasileios G. Kanas, Christos Davatzikos · International Journal of Computer Assisted Radiology and Surgery · 2011 · 64 citations · Full text

Neuro-oncology, Support Vector Machine, Data Classification +14

Chimera states in a two–population network of coupled pendulum–like elements

Tassos Bountis, Vasileios G. Kanas, Johanne Hizanidis et al. · The European Physical Journal Special Topics · 2014 · 56 citations · Full text

Physics, Nonlinear Resonance, Biophysics +2

Uncertainty Based Under-Sampling for Learning Naive Bayes Classifiers Under Imbalanced Data Sets

Christos K. Aridas, Stamatis Karlos, Vasileios G. Kanas et al. · IEEE Access · 2019 · 56 citations · Full text

Engineering, Machine Learning, Imbalanced Data Sets +20

On visual gaze tracking based on a single low cost camera

Evangelos Skodras, Vasileios G. Kanas, Nikolaos Fakotakis · Signal Processing Image Communication · 2015 · 38 citations

Image Analysis, Machine Vision, Ophthalmology +7