Multimodal Detection of Depression in Clinical Interviews

  title={Multimodal Detection of Depression in Clinical Interviews},
  author={Hamdi Dibeklioglu and Zakia Hammal and Ying Yang and Jeffrey F. Cohn},
  journal={Proceedings of the ... ACM International Conference on Multimodal Interaction. ICMI},
Current methods for depression assessment depend almost entirely on clinical interview or self-report ratings. Such measures lack systematic and efficient ways of incorporating behavioral observations that are strong indicators of psychological disorder. We compared a clinical interview of depression severity with automatic measurement in 48 participants undergoing treatment for depression. Interviews were obtained at 7-week intervals on up to four occasions. Following standard cut-offs… CONTINUE READING
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