Reliability

USCT-UNet: Rethinking the Semantic Gap in U-Net Network from U-shaped Skip Connections with Multichannel Fusion Transformer

USCT-UNet: Rethinking the Semantic Gap in U-Net Network from U-shaped Skip Connections with Multichannel Fusion Transformer 150 150 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)
Medical image segmentation is a crucial component of computer-aided clinical diagnosis, with state-of-the-art models often being variants of U-Net. Despite their success, these models’ skip connections introduce an unnecessary semantic… read more
Graph Theory Analysis of Functional Connectivity in Major Depression Disorder with High-Density Resting State EEG data

Graph Theory Analysis of Functional Connectivity in Major Depression Disorder with High-Density Resting State EEG data

Author(s)3: Shuting Sun, Xiaowei Li, Jing Zhu, Ying Wang, Rong La, Xuemin Zhang, Liuqing Wei, Bin Hu
Graph Theory Analysis of Functional Connectivity in Major Depression Disorder with High-Density Resting State EEG data 780 435 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)

        Existing studies have shown functional brain networks in patients with major depressive disorder (MDD) have abnormal network topology structure. But the methods to construct brain network still exist some…

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