Depression Severity Prediction Based on Biomarkers of Psychomotor Retardation

  title={Depression Severity Prediction Based on Biomarkers of Psychomotor Retardation},
  author={Zafi Sherhan Syed and Kirill A. Sidorov and A. David Marshall},
  booktitle={AVEC@ACM Multimedia},
This paper addresses the AVEC 2017 ? Depression Sub-Challenge, where the objective is to propose methods which can aid automated prediction of depression severity. In this paper, we specifically focus on biomarkers of psychomotor retardation, which are a key trait of depressive episodes, to propose three sets of methods. We propose a novel set of temporal features (which we called "turbulence features") and show their effectiveness. We offer a novel methodology to target specific craniofacial… CONTINUE READING

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