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A novel EEG-based graph convolution network for depression detection: Incorporating secondary subject partitioning and attention mechanism
Zhang, Zhongyi, Meng, Qinghao, Jin, LiCheng, Wang, Hanguang, Hou, Huirang
Published in Expert systems with applications (01.04.2024)
Published in Expert systems with applications (01.04.2024)
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A Pervasive Approach to EEG-Based Depression Detection
Chen, Yiqiang, Gutknecht, Jürg, Ding, Zhijie, Yang, Jing, Hu, Bin, Wang, Ziyang, Sha, Xiaocong, Chen, Yunfei, Han, Jiashuo, Cai, Hanshu, Feng, Lei
Published in Complexity (New York, N.Y.) (01.01.2018)
Published in Complexity (New York, N.Y.) (01.01.2018)
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Deep Learning for Depression Detection from Textual Data
Amanat, Amna, Rizwan, Muhammad, Javed, Abdul Rehman, Abdelhaq, Maha, Alsaqour, Raed, Pandya, Sharnil, Uddin, Mueen
Published in Electronics (Basel) (01.03.2022)
Published in Electronics (Basel) (01.03.2022)
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Multi-modal depression detection based on emotional audio and evaluation text
Ye, Jiayu, Yu, Yanhong, Wang, Qingxiang, Li, Wentao, Liang, Hu, Zheng, Yunshao, Fu, Gang
Published in Journal of affective disorders (01.12.2021)
Published in Journal of affective disorders (01.12.2021)
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MS²-GNN: Exploring GNN-Based Multimodal Fusion Network for Depression Detection
Chen, Tao, Hong, Richang, Guo, Yanrong, Hao, Shijie, Hu, Bin
Published in IEEE transactions on cybernetics (01.12.2023)
Published in IEEE transactions on cybernetics (01.12.2023)
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MS ^ -GNN: Exploring GNN-Based Multimodal Fusion Network for Depression Detection
Chen, Tao, Hong, Richang, Guo, Yanrong, Hao, Shijie, Hu, Bin
Published in IEEE transactions on cybernetics (01.12.2023)
Published in IEEE transactions on cybernetics (01.12.2023)
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Depression Detection Based on Deep Distribution Learning
de Melo, Wheidima Carneiro, Granger, Eric, Hadid, Abdenour
Published in Proceedings - International Conference on Image Processing (01.09.2019)
Published in Proceedings - International Conference on Image Processing (01.09.2019)
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Method Matters: Enhancing Voice‐Based Depression Detection With a New Data Collection Framework
Vilenchik, Dan, Cwikel, Julie, Ezra, Yacov, Hausdorff, Tuvia, Lazarov, Mor, Sergienko, Ruslan, Abramovitz, Rachel, Schmidt, Ilana, Perez, Alison Stern
Published in Depression and anxiety (01.01.2025)
Published in Depression and anxiety (01.01.2025)
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SFTNet: A microexpression-based method for depression detection
Li, Xingyun, Yi, Xinyu, Ye, Jiayu, Zheng, Yunshao, Wang, Qingxiang
Published in Computer methods and programs in biomedicine (01.01.2024)
Published in Computer methods and programs in biomedicine (01.01.2024)
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An Improved Empirical Mode Decomposition of Electroencephalogram Signals for Depression Detection
Shen, Jian, Zhang, Xiaowei, Wang, Gang, Ding, Zhijie, Hu, Bin
Published in IEEE transactions on affective computing (01.01.2022)
Published in IEEE transactions on affective computing (01.01.2022)
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Discovery of Shared Latent Nonlinear Effective Connectivity for EEG-Based Depression Detection
Yuan, Wenjie, Zhang, Xiaowei, Zhang, Xuejuan, Wang, Shuangyan, Wang, Tianzhi, Zhang, Tong, Zhao, Qinglin, Hu, Bin
Published in IEEE transaction on neural networks and learning systems (01.06.2025)
Published in IEEE transaction on neural networks and learning systems (01.06.2025)
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Automated depression detection via cloud based EEG analysis with transfer learning and synchrosqueezed wavelet transform
Bagherzadeh, Sara, Norouzi, Mohammad Reza, Ghasri, Amirhesam, Tolou Kouroshi, Pouya, Bahri Hampa, Sepideh, Farokhshad, Fatemeh, Shalbaf, Ahmad
Published in Scientific reports (23.05.2025)
Published in Scientific reports (23.05.2025)
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Neurophysiological markers of depression detection and severity prediction in first-episode major depressive disorder
Liu, Shuang, Liu, Xiaoya, Chen, Sitong, Su, Fangyue, Zhang, Bo, Ke, Yufeng, Li, Jie, Ming, Dong
Published in Journal of affective disorders (15.06.2023)
Published in Journal of affective disorders (15.06.2023)
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A depression detection approach leveraging transfer learning with single-channel EEG
Sun, Chengyuan, Guan, Mingjuan, Duan, Keyu, Gao, Shang, Chen, Zhao
Published in Journal of neural engineering (01.06.2025)
Published in Journal of neural engineering (01.06.2025)
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Multimodal Depression Detection: Fusion Analysis of Paralinguistic, Head Pose and Eye Gaze Behaviors
Alghowinem, Sharifa, Goecke, Roland, Wagner, Michael, Epps, Julien, Hyett, Matthew, Parker, Gordon, Breakspear, Michael
Published in IEEE transactions on affective computing (01.10.2018)
Published in IEEE transactions on affective computing (01.10.2018)
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PIE: A Personalized Information Embedded model for text-based depression detection
Wu, Yang, Liu, Zhenyu, Yuan, Jiaqian, Chen, Bailin, Cai, Hanshu, Liu, Lin, Zhao, Yimiao, Mei, Huan, Deng, Jiahui, Bao, Yanping, Hu, Bin
Published in Information processing & management (01.11.2024)
Published in Information processing & management (01.11.2024)
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