Depression is a widespread and devastating mental health disorder that impacts millions of individuals across the globe. It is characterized by enduring feelings of sadness and despair, along with alterations in appetite, sleep patterns, and energy levels. Despite the existence of effective treatments for depression, numerous individuals do not experience improvement with these interventions. Additionally, accurately predicting treatment response remains …