1.ECG Authentication System Design Incorporating a Convolutional Neural Network and Generalized S-Transformation [J]. Computers in Biology and Medicine, 2018, 102: 168-179.
2.Human Identification Driven by Deep CNN and Transfer Learning Based on Multiview Feature representations of ECG [J]. Biomedical Signal Processing and Control, 2021, 68(12): 1641-1654.
3.ECGID: A human identification method based on adaptive particle swarm optimization and the bidirectional LSTM model[J]. Frontiers of Information Technology & Electronic Engineering, 2021, 22(12): 1641-1654.
4.An effective digitization method for CTG paper report with binary background grids taken by smartphone,Computer Methods and Programs in Biomedicine,2021,200
5.FHRGAN: Generative adversarial networks for synthetic fetal heart rate signal generation in low-resource settings, Information Sciences, 2022.594: 136-150
6.Multimodal learning for fetal distress diagnosis using a multimodal medical information fusion framework[J]. Frontiers in Physiology, 2022, 13.
7.Reconstruction of Missing Samples in Antepartum and Intrapartum FHR Measurements Via Mini-Batch-Based Minimized Sparse Dictionary Learning, IEEE Journal of Biomedical and Health Informatics, 2022, 26(1): 276-288
8.DT-CTNet: A clinically interpretable diagnosis model for fetal distress, Biomedical Signal Processing and Control, 2023, 86
9.Improvement of accuracy and resilience in FHR classification via double trend accumulation encoding and attention mechanism,Biomedical Signal Processing and Control,2023.85
10.Identifying fetal status with fetal heart rate: Deep learning approach based on long convolution, Computers in Biology and Medicine, 2023, 159: 106970
11.A wearable nanoscale heart sound sensor based on P(VDF-TrFE)/ZnO/GR and its application in cardiac disease detection. Beilstein Journal Of Nanotechnology,2023,08 819-833
12.Hybrid-FHR: A multi-modal AI approach for automated fetal acidosis diagnosis[J]. BMC Medical Informatics and Decision Making, 2024, 24(19).
13.Design and application of a flexible nano cardiac sound sensor based on P(VDF-TrFE)/KNN/GR composite piezoelectric film for heart disease diagnosis, nanotechnology,2024,35(7)
14.Investigation of the piezoelectric performance of P(VDF-TrFE)/SnO2NPs/GR composite film fabricated via electrospinning, Polymer-plastics Technology And Materials,2024,203-219