Machine learning, deep learning, and data preprocessing techniques for detecting, predicting, and monitoring stress and stress-related mental disorders: scoping review

HIGHLIGHTS

• What: The aim of this research is to review the literature to summarize and synthesize the application of ML in the detection, monitoring, or prediction of stress and stress-related MDs, in particular anxiety and depression. The review demonstrates that SVM consistently achieves high accuracy across various data types, including HR, HRV, and skin response.
• Who: Razavi et al et al. from the Department of Industrial and Systems Engineering AandM College StationDepartment of Industrial and Systems Engineering, Texas A and M University have published the paper: Preprint - 10.2196/53714, in the Journal: (JOURNAL)
 



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