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Exploring Feasibility of Truth-Involved Automatic Sleep Staging Combined with Transformer

Published in 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2021

Authors: Ziwei Yang, Dong Wang, Zheng Chen, Ming Huang, Naoaki Ono, Md Altaf-Ul-Amin, Shigehiko Kanaya

An End-to-End Sleep Staging Simulator Based on Mixed Deep Neural Networks

Published in 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2021

Authors: Zheng Chen, Ziwei Yang, Dong Wang, Ming Huang, Naoaki Ono, Md Altaf-Ul-Amin, Shigehiko Kanaya

Cancer Subtyping via Embedded Unsupervised Learning on Transcriptomics Data

Published in 2022 44rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2022

Authors: Ziwei Yang, Lingwei Zhu, Zheng Chen, Ming Huang, Naoaki Ono, MD Altaf-Ul-Amin, Shigehiko Kanaya

Adaptive Spike-Like Representation of EEG Signals for Sleep Stages Scoring

Published in 2022 44rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2022

Authors: Lingwei Zhu, Ziwei Yang, Koki Odani, Guang Shi, Yirong Kan, Zheng Chen, Renyuan Zhang

Multi-Tier Platform for Cognizing Massive Electroencephalogram

Published in The 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence (IJCAI-ECAI 2022), 2022

Authors: Zheng Chen, Lingwei Zhu, Ziwei Yang, Renyuan Zhang

Enhancement on Model Interpretability and Sleep Stage Scoring Performance with a Novel Pipeline Based on Deep Neural Network

Published in Methods (IF: 3.61), 2022

Authors: Zheng Chen, Ziwei Yang, Dong Wang, Ming Huang, Naoaki Ono, Md Altaf-Ul-Amin, Shigehiko Kanaya