Multivariate empirical mode decomposition reveals markers of Alzheimer’s Disease in the oscillatory response to transcranial magnetic stimulation - Bernardi, Davide; Casula, Elias P.; Rocchi, Lorenzo; Fadiga, Luciano; Koch, Giacomo; Papo, David (Clinical neurophysiology, 2025)
Keywords: Aged; Aged, 80 and over; Alzheimer Disease - diagnosis; Alzheimer Disease - physiopathology; Alzheimer’s Disease; Brain oscillations; EEG; Electroencephalography - methods; Female; Humans; Male; Middle Aged; Multivariate Analysis; Multivariate empirical mode decomposition; Neurology; Support Vector Machine; Transcranial magnetic stimulation; Transcranial Magnetic Stimulation - methods; ADCS - ADL; NPPT; AD; IMF; Alzheimer’s Disease; Transcranial magnetic stimulation; DLPFC; EEG; FAB; NPI; MSO; MEMD; AM; MEG; CDR; ADAS - COG; SCD; Brain oscillations; MMSE; RMT; HC; TMS; Multivariate empirical mode decomposition; TEP; Intrinsic Mode Function; Neuropsychiatric Inventory; Clinical Dementia Rating; Electroencephalography; Transcranial Magnetic Stimulation; Frontal Assessment Battery; Non-parametric permutation test; Multivariate Empirical Mode Decomposition; Amplitude Modulation; Alzheimer’s Disease Assessment Scale - Cognitive Subscale; Scalp-to-cortex Distance; TMS-evoked potential; Magnetoencephalography; Healthy Control; Alzheimer’s Disease Cooperative Study - Activities of Daily Living; Maximum Stimulator Output; Resting Motor Threshold; Dorsolateral Prefrontal Cortex; Mini-Mental State Examination