“…Artifact-free EEG fragments were divided into 2s epochs and underwent Fourier transformations. For each subject, EEG power values were averaged within the theta1 (4–6 Hz) range, taking into account the results of previous studies indicating the diagnostic significance of low-frequency rhythm changes in the detection of postoperative ischemic brain injury (Tarasova et al, 2019 , 2021 ). The next step was the clustering of data recorded in 56 leads into five electrode zones symmetrically in the left and right hemispheres: frontal (F) (Fp1/2, AF3/4, F1/2, Fp3/4, Fp5/6, F7/8), central (C) (FC1/2, FC3/4, FC5/6, C1/2, C3/4, and C5/6), temporal (T) (FT7/8, T7/8, and TP7/8), parietal (P) (CP1/2, CP3/4, CP5/6, P1/2, P3/4, P5/6, P7/8), and occipital (O) (PO3/4, PO5/6, PO7/8, O1/2).…”