MADNet: EEG-Based Depression Detection Using a Deep Convolution Neural Network Framework with Multi-dimensional Attention. - Shuyu Chen; Yangzuyi Yu; Jiahui Pan (ICANN (10), 2023)

MCASleepNet: Multimodal Channel Attention-Based Deep Neural Network for Automatic Sleep Staging. - Yangzuyi Yu; Shuyu Chen; Jiahui Pan (ICANN (10), 2023)

Residual Attention Capsule Network for Multimodal EEG- and EOG-Based Driver Vigilance Estimation. - Jiahui Pan; Xugang Cai; Danying Mo; Yangzuyi Yu; Yuanqing Li 001 (IEEE Trans. Instrum. Meas., 2023)

Deep Neural Networks for Automatic Sleep Stage Classification and Consciousness Assessment in Patients With Disorder of Consciousness. - Jiahui Pan; Yangzuyi Yu; Jianhui Wu; Xinjie Zhou; Yanbin He; Yuanqing Li 001 (IEEE Trans. Cogn. Dev. Syst., 2024)

A Multimodal Consistency-Based Self-Supervised Contrastive Learning Framework for Automated Sleep Staging in Patients With Disorders of Consciousness. - Jiahui Pan; Yangzuyi Yu; Man Li; Wanxin Wei; Shuyu Chen; Heyi Zheng; Yanbin He; Yuanqing Li 001 (IEEE J. Biomed. Health Informatics, 2025)