Capturing crisis dynamics: a novel personalized approach using multilevel hidden Markov modeling

Capturing crisis dynamics: a novel personalized approach using multilevel hidden Markov modeling

BackgroundPrevention of (suicidal) crisis starts with appreciating its dynamics. However, crisis is a complex multidimensional phenomenon and how it evolves over time is still poorly understood. This study aims to clarify crisis dynamics by clustering fluctuations in the interplay of cognitive, affe...

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Bibliographic Details
Main Authors:	Emmeke Aarts, Barbara Montagne, Thomas J. van der Meer, Muriel A. Hagenaars
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2025-01-01
Series:	Frontiers in Psychiatry
Subjects:	crisis prevention personality disorders Experience Sampling Method hidden Markov model mobile health (mHealth)
Online Access:	https://www.frontiersin.org/articles/10.3389/fpsyt.2024.1501911/full
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