Revealing the impact of psychiatric comorbidities on treatment outcome in early psychosis using counterfactual model explanation

Revealing the impact of psychiatric comorbidities on treatment outcome in early psychosis using counterfactual model explanation

IntroductionPsychiatric comorbidities have a significant impact on the course of illness in patients with schizophrenia spectrum disorders. To accurately predict outcomes for individual patients using computerized prognostic models, it is essential to consider these comorbidities and their influence...

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Bibliographic Details
Main Authors: Violet van Dee, Seyed Mostafa Kia, Inge Winter-van Rossum, René S. Kahn, Wiepke Cahn, Hugo G. Schnack
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-10-01
Series:Frontiers in Psychiatry
Subjects:
psychosis
comorbidity
precision psychiatry
machine learning
counterfactual explanation
Online Access:https://www.frontiersin.org/articles/10.3389/fpsyt.2023.1237490/full

Internet

https://www.frontiersin.org/articles/10.3389/fpsyt.2023.1237490/full

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