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    Identifying risk factors for depression and positive/negative mood changes in college students using machine learning by Qi Qiang, Jinsheng Hu, Xianke Chen, Weihua Guo, Qingshuo Yang, Zhijun Wang, Zhihong Liu, Ya Zhang, Qi Li

    Published 2025-07-01
    “…The baseline level of depression, father’s emotional expression, and mother’s emotional expression were all important predictors for predicting the negative and positive changes in depression among college students.ConclusionMachine learning models can predict the extent of depression changes in college students. …”
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    Challenges of Relationship with Supervisor: Perspective of PhD Students by P. I. Ananchenkova, M. Yu. Kuznetsov, E. V. Malinovich

    Published 2024-12-01
    “…Recommendations were given to improve PhD studentsupervisor relationship. Most attention is paid to the need for regular and constructive communication, a clear coordination of expectations and tasks, an individual approach and improvement of digital literacy among the participants of academic process. …”
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