Research on the proximity relationships of psychosomatic disease knowledge graph modules extracted by large language models

Research on the proximity relationships of psychosomatic disease knowledge graph modules extracted by large language models

Abstract As social changes accelerate, the incidence of psychosomatic disorders has significantly increased, becoming a major challenge in global health issues. This necessitates an innovative knowledge system and analytical methods to aid in diagnosis and treatment. Here, we establish the ontology...

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Bibliographic Details
Main Authors: Zihan Zhou, Ziyi Zeng, Wenhao Jiang, Yihui Zhu, Jiaxin Mao, Yonggui Yuan, Min Xia, Shubin Zhao, Mengyu Yao, Yunqian Chen
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Psychological disease
Graph structure analysis
Network distance
Proximity metric
Clinical manifestation
Online Access:https://doi.org/10.1038/s41598-025-05499-8
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https://doi.org/10.1038/s41598-025-05499-8

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