Schizophrenia recognition based on three-dimensional adaptive graph convolutional neural network

Abstract Previous deep learning-based brain network research has made significant progress in understanding the pathophysiology of schizophrenia. However, it ignores the three-dimensional spatial characteristics of EEG signals and cannot dynamically learn the interactions between nodes. To address t...

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Номзүйн дэлгэрэнгүй

Үндсэн зохиолчид:	Guimei Yin, Jie Yuan, Yanjun Chen, Guangxing Guo, Dongli Shi, Lin Wang, Zilong Zhao, Yanli Zhao, Manjie Zhang, Yuan Dong, Bin Wang, Shuping Tan
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	Nature Portfolio 2025-02-01
Цуврал:	Scientific Reports
Нөхцлүүд:	Schizophrenia 3D spaces Attention mechanisms Adaptive brain networks Graph convolutional neural network
Онлайн хандалт:	https://doi.org/10.1038/s41598-024-84497-8
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!