I. "Zhi Xin"

     "Zhi Xin" is an integrated multi-modal intelligent psychological assessment machine based on lifelong learning, independently developed by the Yunnan Provincial Key Laboratory of Software Engineering. It utilizes a psychological disorder diagnosis mechanism through stimulus-based experiments and employs artificial intelligence algorithms to analyze multi-modal data such as facial expressions, audio, EEG, and EMG of users during the experiments. This allows for quick, accurate, and non-invasive auxiliary diagnosis of depression, addressing issues of subjectivity and inefficiency in traditional depression diagnosis methods. This project won a national bronze medal at the 2024 China International "Internet+" University Students Innovation and Entrepreneurship Competition. The research findings have been published in four papers in top journals such as TKDE and TMM in the first quartile of the Chinese Academy of Sciences index. Three invention patents and three software copyrights have been applied for. The technology has been implemented at the First Affiliated Hospital of Kunming Medical University and the Psychological Counseling Service Center of Yunnan University, serving over 500 individuals and collecting 2TB of data.

II. "Wu You"

   "Wu You" is a wearable "psychological doctor" jointly developed by the Yunnan Provincial Key Laboratory of Software Engineering and Yunnan Ruoyu Technology Co., Ltd. It combines wearable device technology and artificial intelligence to provide users with mental health services anytime and anywhere. By using a smartwatch to collect physiological data in real time —— such as heart rate variability, skin conductance, activity level, and sleep quality —— the device conducts comprehensive analyses to offer users real-time physiological data and alerts for emotional anomalies. Based on the self-developed mental health model, the Wuyou Assistant constructs a comprehensive emotional regulation scheme. This helps users better monitor and regulate emotions in daily life, improve mental health, and enhance psychological resilience to cope with life's pressures and challenges. The relevant research has been presented at top international conferences such as CVPR, KDD, and AAAI, with three invention patents and three software copyrights applied for. Wuyou has been implemented in real-world scenarios, providing professional mental health support to over 300 patients.

III. “Guan Zi Zai”

    The "Guan Zi Zai" Intelligent Mental Health All-in-One Machine is an advanced device that integrates psychological assessment, emotional regulation, and EEG interactive training. It is meticulously developed by the Yunnan Provincial Key Laboratory of Software Engineering. Its innovation lies in the use of self-constructed stimulus experiments to accurately capture users' facial video and audio data, enabling quick and efficient psychological disorder assessment. Leveraging the self-developed mental health model "Wuyou Assistant," it provides scientific emotional regulation solutions to help users maintain emotional balance. The unique EEG gaming module combines entertainment with science, offering engaging interactions for emotional training and enhancement of psychological resilience. "Guan Zi Zai" pioneers a new intelligent approach to mental health management, delivering a novel experience to users.