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Self-report screening instruments differentiate bipolar disorder and borderline personality disorder.

Brian A PalmerMehak PahwaJennifer R GeskeSimon KungMalik NassanKathryn M SchakRenato D AlarconMark A FryeBalwinder Singh
Published in: Brain and behavior (2021)
While this study is limited by the lack of structured diagnostic interview, these data provide differential symptoms to discriminate BD and BPD. Further work with larger datasets and more rigorous bioinformatics machine learning methodology is encouraged to continue to identify distinguishing features of these two disorders to guide diagnostic precision and subsequent treatment recommendations.
Keyphrases
  • bipolar disorder
  • machine learning
  • borderline personality disorder
  • big data
  • major depressive disorder
  • electronic health record
  • physical activity
  • deep learning
  • data analysis