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BrainGNN: Interpretable Brain Graph Neural Network for fMRI Analysis
Li, Xiaoxiao, Zhou, Yuan, Dvornek, Nicha, Zhang, Muhan, Gao, Siyuan, Zhuang, Juntang, Scheinost, Dustin, Staib, Lawrence H., Ventola, Pamela, Duncan, James S.
Published in Medical image analysis (01.12.2021)
Published in Medical image analysis (01.12.2021)
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Denoising graph neural network based hydraulic component fault diagnosis method
Qiu, Zhiwei, Li, Wanli, Tang, Tang, Wang, Daozhi, Wang, Qiuping
Published in Mechanical systems and signal processing (01.12.2023)
Published in Mechanical systems and signal processing (01.12.2023)
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ST-SCGNN: A Spatio-Temporal Self-Constructing Graph Neural Network for Cross-Subject EEG-Based Emotion Recognition and Consciousness Detection
Pan, Jiahui, Liang, Rongming, He, Zhipeng, Li, Jingcong, Liang, Yan, Zhou, Xinjie, He, Yanbin, Li, Yuanqing
Published in IEEE journal of biomedical and health informatics (01.02.2024)
Published in IEEE journal of biomedical and health informatics (01.02.2024)
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Fast simulation of particulate suspensions enabled by graph neural network
Ma, Zhan, Ye, Zisheng, Pan, Wenxiao
Published in Computer methods in applied mechanics and engineering (01.10.2022)
Published in Computer methods in applied mechanics and engineering (01.10.2022)
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Dual attentive graph neural network for metro passenger flow prediction
Lu, Yuhuan, Ding, Hongliang, Ji, Shiqian, Sze, N. N., He, Zhaocheng
Published in Neural computing & applications (01.10.2021)
Published in Neural computing & applications (01.10.2021)
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GEORGIA: A Graph Neural Network Based EmulatOR for Glacial Isostatic Adjustment
Lin, Yucheng, Whitehouse, Pippa L., Valentine, Andrew P., Woodroffe, Sarah A.
Published in Geophysical research letters (28.09.2023)
Published in Geophysical research letters (28.09.2023)
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Landslide Displacement Prediction via Attentive Graph Neural Network
Kuang, Ping, Li, Rongfan, Huang, Ying, Wu, Jin, Luo, Xucheng, Zhou, Fan
Published in Remote sensing (Basel, Switzerland) (01.04.2022)
Published in Remote sensing (Basel, Switzerland) (01.04.2022)
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Structure and position-aware graph neural network for airway labeling
Xie, Weiyi, Jacobs, Colin, Charbonnier, Jean-Paul, van Ginneken, Bram
Published in Medical image analysis (01.10.2024)
Published in Medical image analysis (01.10.2024)
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DML‐GNN: ASD Diagnosis Based on Dual‐Atlas Multi‐Feature Learning Graph Neural Network
Liu, Shuaiqi, Sun, Chaolei, Li, Jinkai, Wang, Shuihua, Zhao, Ling
Published in International journal of imaging systems and technology (01.03.2025)
Published in International journal of imaging systems and technology (01.03.2025)
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GNNFairViz: Visual Analysis for Graph Neural Network Fairness
Ye, Xinwu, Feng, Jielin, Purificato, Erasmo, Boratto, Ludovico, Kamp, Michael, Huang, Zengfeng, Chen, Siming
Published in IEEE transactions on visualization and computer graphics (17.02.2025)
Published in IEEE transactions on visualization and computer graphics (17.02.2025)
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Neurobiologically interpretable causal connectome for predicting young adult depression: A graph neural network study
Kim, Sunghwan, Bong, Su Hyun, Yun, Seokho, Kim, Dohyun, Yoo, Jae Hyun, Choi, Kyu Sung, Park, Haeorum, Jeon, Hong Jin, Kim, Jong-Hoon, Jang, Joon Hwan, Jeong, Bumseok
Published in Journal of affective disorders (15.05.2025)
Published in Journal of affective disorders (15.05.2025)
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Graph neural network-based long method and blob code smell detection
Zhang, Minnan, Jia, Jingdong, Capretz, Luiz Fernando, Hou, Xin, Tan, Huobin
Published in Science of computer programming (01.07.2025)
Published in Science of computer programming (01.07.2025)
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A multimodal functional structure-based graph neural network for fatigue detection
Gao, Dongrui, Zhou, Zhihong, Peng, Zongyao, Zhang, Haokai, Liu, Shihong, Wang, Manqing, Chang, Hongli
Published in Brain research bulletin (01.10.2025)
Published in Brain research bulletin (01.10.2025)
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