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This article reviews and assesses AI and ML methods that are applied in detecting stress and stress-related disorders. It presents multiple examples of different AI-based techniques, which are helping clinicians for diagnosis, prognosis, and mitigation of stress and stress-related health, to illustrate how AI and ML approaches can be applied to predict stress and those features that are relevant to PTSD.