Publications by authors named "Sigang Yu"

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Characterizing and differentiating brain states through a CS-KBRs framework for highlighting the synergy of common and specific brain regions.
Di Zhu, Shu Zhang, Sigang Yu, Qilong Yuan, Kui Zhao

Comput Med Imaging Graph· September 2025

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Identifying influential nodes in brain networks via self-supervised graph-transformer.
Yanqing Kang, Di Zhu, Haiyang Zhang, Enze Shi, Sigang Yu

Comput Biol Med· March 2025

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An Explainable and Generalizable Recurrent Neural Network Approach for Differentiating Human Brain States on EEG Dataset.
Shu Zhang, Lin Wu, Sigang Yu, Enze Shi, Ning Qiang

IEEE Trans Neural Netw Learn Syst· June 2024

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MEET: A Multi-Band EEG Transformer for Brain States Decoding.
Enze Shi, Sigang Yu, Yanqing Kang, Jinru Wu, Lin Zhao

IEEE Trans Biomed Eng· May 2024

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MM-GLCM-CNN: A multi-scale and multi-level based GLCM-CNN for polyp classification.
Shu Zhang, Jinru Wu, Enze Shi, Sigang Yu, Yongfeng Gao

Comput Med Imaging Graph· September 2023

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Differentiating brain states via multi-clip random fragment strategy-based interactive bidirectional recurrent neural network.
Shu Zhang, Enze Shi, Lin Wu, Ruoyang Wang, Sigang Yu

Neural Netw· August 2023

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An explainable deep learning framework for characterizing and interpreting human brain states.
Shu Zhang, Junxin Wang, Sigang Yu, Ruoyang Wang, Junwei Han

Med Image Anal· January 2023

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A hybrid learning framework for fine-grained interpretation of brain spatiotemporal patterns during naturalistic functional magnetic resonance imaging.
Sigang Yu, Enze Shi, Ruoyang Wang, Shijie Zhao, Tianming Liu

Front Hum Neurosci· September 2022

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Joint Analysis of Functional and Structural Connectomes Between Preterm and Term Infant Brains via Canonical Correlation Analysis With Locality Preserving Projection.
Shu Zhang, Zhibin He, Lei Du, Yin Zhang, Sigang Yu

Front Neurosci· October 2021

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