Original ResearchPublished 6 October 2026Spatiotemporal feature-based investigation of major depressive disorder and emotion recognition using functional near infrared spectroscopyJinlong Chao · Rui Yang · Hong Peng · Jian Shi · Qiuxia ShiFrontiers in Psychiatrydoi 10.3389/fpsyt.2026.1907020