A New Type of Mental Health Assessment Using Artificial Intelligence Technique

Subjects: Psychology >> Psychological Measurement submitted time 2021-08-06

姜力铭 田雪涛 任萍 骆方

Abstract： The rapid development and application of artificial intelligence technology has promoted the intelligentization of mental health assessment. Being intelligent could solve the issues of traditional mental health assessment methods and decrease the rate of misdiagnosis and improve diagnosis efficiency, which is critical to the general investigation and early warning of mental health problems. Currently, an intelligent mental health assessment is in the initial stage of development. Related studies have explored the field mainly driven by data, in which researchers use online behavioral data and data from portable devices, aiming to achieve a higher prediction accuracy. However, the interpretability of assessment results is not yet ideal. In view of these problems, more emphasis should be laid on the knowledge and experience in the field of psychology, by which the research could be more pertinent, refined, reliable, and valid. These are essential directions for the further development and application of intelligent mental health assessment.

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