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Modelling Pain Perception Using Fuzzy Cognitive Maps

delete2025-10-03
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OA
AI
H
Hojjatollah Farahani
N
Nataša Kovač
H
Helal Fardi
P
Peter Watson
DOI:10.2147/JPR.S525200delete
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Abstract

Abstract

En 中文
Perception of pain is a multifactorial mechanism involving physiological, psychological and social factors; only by understanding the interplays of these factors can we hope to develop effective management strategies for pain. To that effect, we developed a computational model using Fuzzy Cognitive Maps (FCMs) to simulate and predict individual pain experiences, based on expert input across multiple disciplines. This framework has potential application in individualized pain management, drug development and pain research.
Keywords:
pain perception
fuzzy cognitive maps
pain management
elements of pain perception
medical decision support systems
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Journal

Journal of Pain Research cover
Journal of Pain Research
IF:
2.5
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840
Citations:
8.2K

Organization

F
Faculty of Applied Sciences
Scholars:
417
Papers: 197
Citations: 5
D
department of psychology
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Citations: 1