Publications

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

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

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

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

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

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