| Exploring the applicability of transfer learning and feature engineering in epilepsy prediction using hybrid transformer model S Hu, J Liu, R Yang, YN Wang, A Wang, K Li, W Liu, C Yang IEEE Transactions on Neural Systems and Rehabilitation Engineering 31, 1321-1332, 2023 | 47 | 2023 |
| Semi-supervised learning for low-cost personalized obstructive sleep apnea detection using unsupervised deep learning and single-lead electrocardiogram S Hu, J Liu, C Yang, A Wang, K Li, W Liu IEEE Journal of Biomedical and Health Informatics 27 (11), 5281-5292, 2023 | 22 | 2023 |
| Personalized transfer learning for single-lead ecg-based sleep apnea detection: exploring the label mapping length and transfer strategy using hybrid transformer model S Hu, Y Wang, J Liu, C Yang IEEE Transactions on Instrumentation and Measurement 72, 1-15, 2023 | 13 | 2023 |
| Interpatient heartbeat classification using modified residual attention network with two-phase training and assistant decision Y Wang, G Zhou, C Yang IEEE Transactions on Instrumentation and Measurement 72, 1-15, 2022 | 9 | 2022 |
| A two-step method for paroxysmal atrial fibrillation event detection based on machine learning Y Wang, S Liu, H Jia, X Deng, C Li, A Wang, C Yang Math. Biosci. Eng 19, 9877-9894, 2022 | 5 | 2022 |
| A multi-module algorithm for heartbeat classification based on unsupervised learning and adaptive feature transfer Y Wang, S Hu, J Liu, G Zhong, C Yang Computers in Biology and Medicine 170, 108072, 2024 | 4 | 2024 |
| A method to detect the onsets and ends of paroxysmal atrial fibrillation episodes based on sliding window and coding H Jia, S Liu, Y Wang, D Wang, C Yang 2022 3rd International Conference on Pattern Recognition and Machine …, 2022 | 3 | 2022 |
| IPCT-Net: Parallel information bottleneck modality fusion network for obstructive sleep apnea diagnosis S Hu, Y Wang, J Liu, Z Cui, C Yang, Z Yao, J Ge Neural Networks 181, 106836, 2025 | 2 | 2025 |
| Intelligent Detection of Hypokalemia Based on 12-Lead ECG Using Two-stream Deep Learning Model Y Wang, G Zhong, Q Zhu, J Xie, X Deng, A Wang, C Yang 2022 15th International Congress on Image and Signal Processing, BioMedical …, 2022 | 2 | 2022 |
| Personalized blood pressure estimation using multiview fusion information of wearable physiological signals and transfer learning J Liu, S Hu, Y Wang, W Xiang, Q Hu, C Yang Applied Soft Computing 167, 112390, 2024 | 1 | 2024 |
| Machine Learning for Localization of Premature Ventricular Contraction Origins: A Review R Yang, Y Wang, Y Wang, X Feng, C Yang Pacing and Clinical Electrophysiology 47 (11), 1481-1491, 2024 | | 2024 |
| Amplitude-Phase Fusion for Enhanced Electrocardiogram Morphological Analysis S Hu, Y Wang, J Liu, J Lin, S Qin, Z Nie, Z Yao, W Cai, C Yang arXiv preprint arXiv:2404.09729, 2024 | | 2024 |
Shuaicong HuDoctor of Engineering, Fudan UniversityPatvirtintas el. paštas m.fudan.edu.cn