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Application of machine learning methods in predicting schizophrenia and bipolar disorders: A systematic review.

Mahdieh MontazeriMitra MontazeriKambiz BahaadinibeigyMohadeseh MontazeriAli Afraz
Published in: Health science reports (2022)
ML can precisely predict results and assist in making clinical decisions-concerning schizophrenia and BD. RF often performed better than other algorithms in supervised learning tasks. This study identified gaps in the literature and opportunities for future psychological ML research.
Keyphrases
  • machine learning
  • bipolar disorder
  • artificial intelligence
  • big data
  • systematic review
  • deep learning
  • working memory
  • sleep quality
  • physical activity
  • upper limb