Multi-Level Graph Neural Network With Sparsity Pooling for Recognizing Parkinson’s Disease

• Glavni autori: Xiaobo Zhang (Autor), Yuxin Zhou (Autor), Zhijie Lu (Autor), Donghai Zhai (Autor), Haonan Luo (Autor), Tianrui Li (Autor), Yang Li (Autor)
• Format: Knjiga
• Izdano: IEEE, 2023-01-01T00:00:00Z.
• Teme: article
• Online pristup: Connect to this object online.

Parkinson’s disease (PD) is a neurodegenerative disease of the brain associated with motor symptoms. With the maturation of machine learning (ML), especially deep learning, ML has been used to assist in the diagnosis of PD. In this paper, we explore graph neural networks (GNNs) to impleme...