Identifying psychiatric manifestations in schizophrenia and depression from audio-visual behavioural indicators through a machine-learning approach

HIGHLIGHTS

  • who: Shihao Xu from the (UNIVERSITY) have published the article: Identifying psychiatric manifestations in schizophrenia and depression from audio-visual behavioural indicators through a machine-learning approach, in the Journal: (JOURNAL)
  • what: The authors design an ensemble learning pipeline to measure thousands of behavioral traits, providing new insights into the behavioral changes in mental disorders. The authors explore the prediction of multiple types of symptom domains using various behavior features in both SCZ and MDD. The authors examined the ability to detect a series of psychiatric manifestations, namely negative and general psychiatric symptoms, and cognitive . . .

     

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