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Against the clinical backdrop of the growing global burden of neuropsychiatric disorders, the rapid rise in depression prevalence, and the frequent association of these conditions with cognitive impairment, this study highlights the limitations of current cognitive assessment tools-such as their time-consuming nature and lack of specificity-and underscores the urgent need to develop simple and efficient assessment methods. In terms of treatment, modified electroconvulsive therapy (ECT) and magnetic seizure therapy (MST) are rapidly acting neuromodulation therapies; however, their effects on cognitive function and underlying brain mechanisms remain controversial, and there is a lack of direct comparative studies. Functional near-infrared spectroscopy (fNIRS) technology can non-invasively monitor changes in cerebral hemodynamics, providing a powerful tool for assessing brain function befor
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