Wenhan Liu

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 25

Top Topics

Convolutional Neural Network

Cardiovascular Disease

Top Venues

IEEE J. Biomed. Health Informatics

Comput. Methods Programs Biomed.

Publications

Wenhan Liu, Huaicheng Zhang, Sheng Chang, Hao Wang, Jin He, Qijun Huang
Learning Representations for Multilead Electrocardiograms From Morphology-Rhythm Contrast. IEEE Trans. Instrum. Meas. 73 (2024)
Wenhan Liu, Yutao Zhu, Zhicheng Dou
DemoRank: Selecting Effective Demonstrations for Large Language Models in Ranking Task. CoRR (2024)
Huaicheng Zhang, Wenhan Liu, Qianxi Guo, Jiguang Shi, Sheng Chang, Hao Wang, Jin He, Qijun Huang
DDDG: A dual bi-directional knowledge distillation method with generative self-supervised pre-training and its hardware implementation on SoC for ECG. Expert Syst. Appl. 244 (2024)
Jiguang Shi, Zhoutong Li, Wenhan Liu, Huaicheng Zhang, Deyu Luo, Yue Ge, Sheng Chang, Hao Wang, Jin He, Qijun Huang
An adaptive threshold-based semi-supervised learning method for cardiovascular disease detection. Inf. Sci. 677 (2024)
Huaicheng Zhang, Wenhan Liu, Deyu Luo, Jiguang Shi, Qianxi Guo, Yue Ge, Sheng Chang, Hao Wang, Jin He, Qijun Huang
Honest-GE: 2-step heuristic optimization and node-level embedding empower spatial-temporal graph model for ECG. Inf. Sci. 677 (2024)
Jiguang Shi, Wenhan Liu, Huaicheng Zhang, Sheng Chang, Hao Wang, Jin He, Qijun Huang
CPSS: Fusing consistency regularization and pseudo-labeling techniques for semi-supervised deep cardiovascular disease detection using all unlabeled electrocardiograms. Comput. Methods Programs Biomed. 254 (2024)
Wenhan Liu, Yujia Zhou, Yutao Zhu, Zhicheng Dou
How to personalize and whether to personalize? Candidate documents decide. Knowl. Inf. Syst. 66 (9) (2024)
Huaicheng Zhang, Wenhan Liu, Zhoutong Li, Jiguang Shi, Sheng Chang, Hao Wang, Jin He, Qijun Huang
SIGxCL: A Signal-Image-Graph Cross-Modal Contrastive Learning Framework for CVD Diagnosis Based on Internet of Medical Things. IEEE Internet Things J. 11 (7) (2024)
Wenhan Liu, Ziliang Zhao, Yutao Zhu, Zhicheng Dou
Mining Exploratory Queries for Conversational Search. WWW (2024)
Huaicheng Zhang, Wenhan Liu, Sheng Chang, Hao Wang, Jin He, Qijun Huang
ST-ReGE: A Novel Spatial-Temporal Residual Graph Convolutional Network for CVD. IEEE J. Biomed. Health Informatics 28 (1) (2024)
Jiguang Shi, Wenhan Liu, Huaicheng Zhang, Zhoutong Li, Sheng Chang, Hao Wang, Jin He, Qijun Huang
Universal 12-lead ECG representation for signal denoising and cardiovascular disease detection by fusing generative and contrastive learning. Biomed. Signal Process. Control. 94 (2024)
Wenhan Liu, Huaicheng Zhang, Sheng Chang, Hao Wang, Jin He, Qijun Huang
A joint cross-dimensional contrastive learning framework for 12-lead ECGs and its heterogeneous deployment on SoC. Comput. Biol. Medicine 152 (2023)
Huaicheng Zhang, Wenhan Liu, Jiguang Shi, Sheng Chang, Hao Wang, Jin He, Qijun Huang
MaeFE: Masked Autoencoders Family of Electrocardiogram for Self-Supervised Pretraining and Transfer Learning. IEEE Trans. Instrum. Meas. 72 (2023)
Wenhan Liu, Zhoutong Li, Huaicheng Zhang, Sheng Chang, Hao Wang, Jin He, Qijun Huang
Dense lead contrast for self-supervised representation learning of multilead electrocardiograms. Inf. Sci. 634 (2023)
Yutao Zhu, Huaying Yuan, Shuting Wang, Jiongnan Liu, Wenhan Liu, Chenlong Deng, Zhicheng Dou, Ji-Rong Wen
Large Language Models for Information Retrieval: A Survey. CoRR (2023)
Wenhan Liu, Qianxi Guo, Xinwei Gao, Sheng Chang, Hao Wang, Jin He, Qijun Huang
Lead Separation and Combination: A Novel Unsupervised 12-Lead ECG Feature Learning Framework for Internet of Medical Things. IEEE Internet Things J. 9 (23) (2022)
Xueshan Liu, Wenhan Liu, Mingzhi He, Wei Wang, Qun Zhou, Jianping Xu
Boost-Type Single-Stage Step-Down Resonant Power Factor Correction Converter. IEEE Trans. Ind. Electron. 68 (9) (2021)
Yang Liu, Zhihao Yi, Yan Kang, Yuanqin He, Wenhan Liu, Tianyuan Zou, Qiang Yang
Defending Label Inference and Backdoor Attacks in Vertical Federated Learning. CoRR (2021)
Wenhan Liu, Fei Wang, Qijun Huang, Sheng Chang, Hao Wang, Jin He
MFB-CBRNN: A Hybrid Network for MI Detection Using 12-Lead ECGs. IEEE J. Biomed. Health Informatics 24 (2) (2020)
Aiyun Chen, Fei Wang, Wenhan Liu, Sheng Chang, Hao Wang, Jin He, Qijun Huang
Multi-information fusion neural networks for arrhythmia automatic detection. Comput. Methods Programs Biomed. 193 (2020)
Aiyun Chen, Yidan Zhang, Mengxin Zhang, Wenhan Liu, Sheng Chang, Hao Wang, Jin He, Qijun Huang
A Real Time QRS Detection Algorithm Based on ET and PD Controlled Threshold Strategy. Sensors 20 (14) (2020)
Fei Wang, Qiming Ma, Wenhan Liu, Sheng Chang, Hao Wang, Jin He, Qijun Huang
A novel ECG signal compression method using spindle convolutional auto-encoder. Comput. Methods Programs Biomed. 175 (2019)
Wenhan Liu, Mengxin Zhang, Yidan Zhang, Yuan Liao, Qijun Huang, Sheng Chang, Hao Wang, Jin He
Real-Time Multilead Convolutional Neural Network for Myocardial Infarction Detection. IEEE J. Biomed. Health Informatics 22 (5) (2018)
Wenhan Liu, Qijun Huang, Sheng Chang, Hao Wang, Jin He
Multiple-feature-branch convolutional neural network for myocardial infarction diagnosis using electrocardiogram. Biomed. Signal Process. Control. 45 (2018)
Hongliang Zhu, Wenhan Liu, Jing Wang, Yang Xin
Based on the character of cloud storage string encryption and cipher text retrieval of string research. CCIS (2016)