Introduction Mental health disorders affect millions worldwide, with mood-related conditions being a significant contributor to this burden. Despite advancements in health technology, traditional methods of tracking mental well-being, such as self-reported mood journals and periodic clinical assessments, often fall short in providing timely and accurate insights. For instance, a study published in the Journal of…