Using artificial intelligence to comb through warning signs of suicide, study identifies key predictors wpi
Suicide is a leading cause of death, and rates of attempted suicide have increased during the COVID-19 pandemic. The under-diagnosed psychiatric phenotype of dissociation is associated with elevated suicidal self-injury; however, it has largely been left out of attempts to predict and prevent suicide.We designed an artificial intelligence approach to identify dissociative patients and predict prior suicide attempts in an unbiased, data-driven manner.
Using machine learning techniques, we found dissociative identity disorder had the highest risk of prior suicide attempts, and distinct subtypes of dissociation predicted suicide attempts in posttraumatic stress disorder and dissociative identity disorder. These findings underscore the urgent need to assess for dissociation to identify individuals at high-risk of suicidal self-injury.El suicidio es una de las causas principales de muerte y las tasas de intentos suicidas han aumentado durante la pandemia de COVID-19. El fenotipo psiquiátrico sub-diagnosticado de disociación se asocia con autolesiones suicidas elevadas; sin embargo, en gran medida se ha dejado fuera de los intentos para predecir y prevenir el suicidio.
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