Adaptive Modelling of Trauma: Development and Recovery of Patients

Daniel Formolo; Laila van Ments; Jan Treur

doi:10.1016/j.procs.2016.07.473

Adaptive Modelling of Trauma: Development and Recovery of Patients

Daniel Formolo, Laila van Ments, Jan Treur

Research output: Contribution to Journal › Article › Academic › peer-review

Abstract

In this paper, a computational model is presented to simulate traumas, including their development, recovery, and the effect of group support. The model is built upon mechanisms known from cognitive and social neuroscience. Using the model, several scenarios were explored, considering both individual and multiple persons. The simulation results of the model were compared to a data-set on symptoms and recovery of traumatized patients. The obtained model enables simulation and analysis of group therapy and its effects on traumatized patients.

Original language	English
Pages (from-to)	512–521
Number of pages	10
Journal	Procedia Computer Science
Volume	88
DOIs	https://doi.org/10.1016/j.procs.2016.07.473
Publication status	Published - 2016

Keywords

Trauma
Network-Oriented Modeling
Fear Extinction Learning
Computational model
Group support
Hebbian learning
PTSD

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10.1016/j.procs.2016.07.473

https://www.researchgate.net/publication/309181363_Adaptive_Modelling_of_Trauma_Development_and_Recovery_of_Patients

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title = "Adaptive Modelling of Trauma: Development and Recovery of Patients",

abstract = "In this paper, a computational model is presented to simulate traumas, including their development, recovery, and the effect of group support. The model is built upon mechanisms known from cognitive and social neuroscience. Using the model, several scenarios were explored, considering both individual and multiple persons. The simulation results of the model were compared to a data-set on symptoms and recovery of traumatized patients. The obtained model enables simulation and analysis of group therapy and its effects on traumatized patients.",

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author = "Daniel Formolo and {van Ments}, Laila and Jan Treur",

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AU - van Ments, Laila

AU - Treur, Jan

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AB - In this paper, a computational model is presented to simulate traumas, including their development, recovery, and the effect of group support. The model is built upon mechanisms known from cognitive and social neuroscience. Using the model, several scenarios were explored, considering both individual and multiple persons. The simulation results of the model were compared to a data-set on symptoms and recovery of traumatized patients. The obtained model enables simulation and analysis of group therapy and its effects on traumatized patients.

KW - Trauma

KW - Network-Oriented Modeling

KW - Fear Extinction Learning

KW - Computational model

KW - Group support

KW - Hebbian learning

KW - PTSD

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JO - Procedia Computer Science

JF - Procedia Computer Science

ER -

Adaptive Modelling of Trauma: Development and Recovery of Patients

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Keywords

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