| 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 |
| Sources of automatic office blood pressure measurement error: a systematic review J Liu, Y Li, J Li, D Zheng, C Liu Physiological Measurement 43 (9), 09TR02, 2022 | 18 | 2022 |
| 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 |
| A novel interpretable feature set optimization method in blood pressure estimation using photoplethysmography signals J Liu, SC Hu, Z Xiao, Q Hu, D Wang, CW Yang Biomedical Signal Processing and Control 86, 105184, 2023 | 10 | 2023 |
| Variations of time irreversibility of heart rate variability under normobaric hypoxic exposure Y Li, J Li, J Liu, Y Xue, Z Cao, C Liu Frontiers in Physiology 12, 607356, 2021 | 7 | 2021 |
| A lightweight hybrid model using multiscale Markov transition field for real-time quality assessment of photoplethysmography signals J Liu, S Hu, Q Hu, D Wang, C Yang IEEE Journal of Biomedical and Health Informatics 28 (2), 1078-1088, 2023 | 6 | 2023 |
| 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 |
| 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 |
| Influence of finger movement on the stability of the oscillometric pulse waveform for blood pressure measurement J Liu, A Murray, J Li, C Liu 2021 Computing in Cardiology (CinC) 48, 1-4, 2021 | 2 | 2021 |
| Efficient multi-view fusion and flexible adaptation to view missing in cardiovascular system signals Q Hu, D Wang, H Wu, J Liu, C Yang Neural Networks 181, 106760, 2025 | 1 | 2025 |
| 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 |
| An IoMT-Driven Framework for Precision Cardiovascular Assessment Incorporating Multiscale Perspectives and Microfiber Bragg Grating J Liu, H Zhu, W Xiang, S Hu, Q Hu, D Wang, H Yang, Z Mao, F Xu, C Yang IEEE Internet of Things Journal, 2024 | 1 | 2024 |
| LEAF-Net: A real-time fine-grained quality assessment system for physiological signals using lightweight evolutionary attention fusion J Liu, S Hu, Y Wang, Q Hu, D Wang, W Xiang, X Feng, C Yang Expert Systems with Applications, 126995, 2025 | | 2025 |
| Preventing troublesome variability in clinical blood pressure measurement C Liu, J Liu, J Li, A Murray Journal of Human Hypertension, 1-6, 2024 | | 2024 |
