“…Traditionally, the research studies compared the hemodynamic response of a patient with that of healthy control (HC) and determined neuroanatomical or neurofunctional differences at the group level. Most AD/MCI detection studies typically employed the HbO/ HbR (Jahani et al, 2017;Perpetuini et al, 2017;Vermeij et al, 2017;Katzorke et al, 2018;Yoon et al, 2019) and relative temporal features such as the mean value, slope value, number of active channels, peak location, skewness, and kurtosis (Yap et al, 2017;Li et al, 2018a), and they determined the significant differences for comparison. The straightforwardness and interpretability of this methodology has led to considerable advances in our comprehension of the neurological disorders.…”