Fusing transformer model with temporal features for ECG heartbeat classification G Yan, S Liang, Y Zhang, F Liu 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2019 | 82 | 2019 |
Anomaly detection in quasi-periodic time series based on automatic data segmentation and attentional LSTM-CNN F Liu, X Zhou, J Cao, Z Wang, T Wang, H Wang, Y Zhang IEEE Transactions on Knowledge and Data Engineering 34 (6), 2626-2640, 2020 | 47 | 2020 |
An attention-based hybrid LSTM-CNN model for arrhythmias classification F Liu, X Zhou, T Wang, J Cao, Z Wang, H Wang, Y Zhang 2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019 | 42 | 2019 |
Arrhythmias classification by integrating stacked bidirectional LSTM and two-dimensional CNN F Liu, X Zhou, J Cao, Z Wang, H Wang, Y Zhang Advances in Knowledge Discovery and Data Mining: 23rd Pacific-Asia …, 2019 | 35 | 2019 |
Assessing the severity of sleep apnea syndrome based on ballistocardiogram Z Wang, X Zhou, W Zhao, F Liu, H Ni, Z Yu PloS one 12 (4), e0175351, 2017 | 29 | 2017 |
A LSTM and CNN based assemble neural network framework for arrhythmias classification F Liu, X Zhou, J Cao, Z Wang, H Wang, Y Zhang ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 27 | 2019 |
Unobtrusive mattress-based identification of hypertension by integrating classification and association rule mining F Liu, X Zhou, Z Wang, J Cao, H Wang, Y Zhang Sensors 19 (7), 1489, 2019 | 26 | 2019 |
Identifying obstructive sleep apnea by exploiting fine-grained BCG features based on event phase segmentation F Liu, X Zhou, Z Wang, T Wang, H Ni, J Yang 2016 IEEE 16th International Conference on Bioinformatics and Bioengineering …, 2016 | 26 | 2016 |
Exploiting feature fusion and long-term context dependencies for simultaneous ECG heartbeat segmentation and classification X Qiu, S Liang, L Meng, Y Zhang, F Liu International Journal of Data Science and Analytics 11, 181-193, 2021 | 15 | 2021 |
OSA-weigher: an automated computational framework for identifying obstructive sleep apnea based on event phase segmentation F Liu, X Zhou, Z Wang, H Ni, T Wang Journal of Ambient Intelligence and Humanized Computing 10, 1937-1954, 2019 | 12 | 2019 |
Identification of hypertension by mining class association rules from multi-dimensional features F Liu, X Zhou, Z Wang, T Wang, Y Zhang 2018 24th International Conference on Pattern Recognition (ICPR), 3114-3119, 2018 | 10 | 2018 |
A light-weight data preprocessing and integrative scheduling framework for health monitoring F Liu, X Zhou, Z Wang, T Wang, H Ni 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics …, 2016 | 6 | 2016 |
C-MWCAR: Classification Based on Multiple Weighted Class Association Rules G Li, F Liu, C Wu, Y Yao, G Wu, Z Wang, Y Zhang Applied Sciences 13 (14), 8082, 2023 | 1 | 2023 |
An Attentional YOLOv4 Model for Target Detection F Liu, G Li, C Wu, L Zeng, G Wu 2022 4th International Academic Exchange Conference on Science and …, 2022 | | 2022 |