【作者单位】Affiliations 1 School of Big Data Intelligent Diagnosis & Treatment industry, Taiyuan University, Taiyuan, China. 2 Shanxi Key Laboratory of Intelligent Optimization Computing and Blockchain Technology, Taiyuan Normal University, Taiyuan, Shanxi, China. 3 Shanxi Eye Hospital, Taiyuan, Shanxi, China. 4 College of Computer Science and Technology, Taiyuan Normal University, Taiyuan, Shanxi, China. 5 Shanxi Tongchuang Technology Inc., Taiyuan, China. 6 Shanxi Province Mental Health Center, Taiyuan Psychiatric Hospital, Taiyuan, China.
【摘要】 Background: The global prevalence of depression has escalated, exacerbated by societal and economic pressures. Current diagnostic methodologies predominantly utilize single-modality data, which, despite the existence of certain multi-modal strategies...