Nonsuicidal self-injury prediction with pain-processing neural circuits using interpretable graph neural network

Nonsuicidal self-injury prediction with pain-processing neural circuits using interpretable graph neural network

Background Nonsuicidal self-injury (NSSI) involves the intentional destruction of one’s own body tissues without suicidal intent. Prior research has shown that individuals with NSSI exhibit abnormal pain perception; however, the pain-processing neural circuits underlying NSSI remain poorly understoo...

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Bibliographic Details
Main Authors: Sichu Wu, Yuan Xue, Yaming Hang, Ya Xie, Pei Zhang, Minlu Liang, Yuan Zhong, Chun Wang
Format: Article
Language:English
Published: Taylor & Francis Group 2025-12-01
Series:Annals of Medicine
Subjects:
Nonsuicidal self-injury
functional magnetic resonance imaging
pain-processing neural circuits
graph neural networks
graph attention networks
interpretable machine learning
Online Access:https://www.tandfonline.com/doi/10.1080/07853890.2025.2520394
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https://www.tandfonline.com/doi/10.1080/07853890.2025.2520394

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