Yuanyuan Tian

According to our database, Yuanyuan Tian authored at least 16 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Spatial-temporal hierarchical decoupled masked autoencoder: A self-supervised learning framework for electrocardiogram.

Xiaoyang Wei, Zhiyuan Li, Yuanyuan Tian, Mengxiao Wang, Yanrui Jin, Weiping Ding, Chengliang Liu

Expert Syst. Appl., 2026

Unsupervised artificial intelligence model of arrhythmia diagnosis: Improving model performance on different ECG datasets.

Yanrui Jin, Mengxiao Wang, Zhiyuan Li, Yuanyuan Tian, Xiaoyang Wei, Chengliang Liu, Liqun Zhao

Biomed. Signal Process. Control., 2026

2025

EDDM: A Novel ECG Denoising Method Using Dual-Path Diffusion Model.

Zhiyuan Li, Yuanyuan Tian, Yanrui Jin, Xiaoyang Wei, Mengxiao Wang, Jinlei Liu, Chengliang Liu

IEEE Trans. Instrum. Meas., 2025

An early warning method for arrhythmias in long-term ECGs based on self-supervised learning and LSTM.

Zhiyuan Li, Yuanyuan Tian, Yanrui Jin, Xiaoyang Wei, Mengxiao Wang, Jinlei Liu, Liqun Zhao, Chengliang Liu

Knowl. Based Syst., 2025

BioCross: A cross-modal framework for unified representation of multi-modal biosignals with heterogeneous metadata fusion.

Mengxiao Wang, Zhiyuan Li, Yuanyuan Tian, Xiaoyang Wei, Yanrui Jin, Chengliang Liu

Inf. Fusion, 2025

Multi-task learning for multi-label electrocardiogram disease detection via point-level delineation-guided fusion.

Mengxiao Wang, Yuanyuan Tian, Zhiyuan Li, Xiaoyang Wei, Yanrui Jin, Chengliang Liu, Liqun Zhao

Eng. Appl. Artif. Intell., 2025

2024

Lightweight Optimization of Deep Learning Models for Accurate Arrhythmia Detection in Clinical 12-Lead ECG Data.

Yunqing Liu, Chengjin Qin, Yuanyuan Tian, Mengxiao Wang, Jinlei Liu, Yanrui Jin, Zhiyuan Li, Liqun Zhao, Chengliang Liu

IEEE Trans. Instrum. Meas., 2024

Differentiated knowledge distillation: Patient-specific single-sample personalization for electrocardiogram diagnostic models.

Xiaoyang Wei, Zhiyuan Li, Yuanyuan Tian, Mengxiao Wang, Jinlei Liu, Yanrui Jin, Weiping Ding, Chengliang Liu

Eng. Appl. Artif. Intell., 2024

M-XAF: Medical explainable diagnosis system of atrial fibrillation based on medical knowledge and semantic representation fusion.

Zhiyuan Li, Yanrui Jin, Yuanyuan Tian, Jinlei Liu, Mengxiao Wang, Xiaoyang Wei, Liqun Zhao, Chengliang Liu

Eng. Appl. Artif. Intell., 2024

Automatic multi-label diagnosis of single-lead ECG using novel hybrid residual recurrent convolutional neural networks.

Xiaoyang Wei, Zhiyuan Li, Yanrui Jin, Yuanyuan Tian, Mengxiao Wang, Liqun Zhao, Chengliang Liu

Biomed. Signal Process. Control., 2024

Pruned lightweight neural networks for arrhythmia classification with clinical 12-Lead ECGs.

Yunqing Liu, Jinlei Liu, Yuanyuan Tian, Yanrui Jin, Zhiyuan Li, Liqun Zhao, Chengliang Liu

Appl. Soft Comput., 2024

A self-supervised framework for computer-aided arrhythmia diagnosis.

Yanrui Jin, Zhiyuan Li, Yuanyuan Tian, Xiaoyang Wei, Chengliang Liu

Appl. Soft Comput., 2024

2023

An Interpretable Residual Neural Network for the Diagnosis of Myocardial Infarction.

Xiaoyang Wei, Mengxiao Wang, Yanrui Jin, Zhiyuan Li, Yuanyuan Tian, Chengliang Liu

Proceedings of the Fuzzy Systems and Data Mining IX, 2023

Evaluate the Correlation Between Electrocardiogram Age and Cardiovascular Disease Using a 12-lead ECG Dataset.

Yuanyuan Tian, Xiaoyang Wei, Zhiyuan Li, Yanrui Jin, Mengxiao Wang, Liqun Zhao, Xiaoxue Yang, Chengliang Liu

Proceedings of the Fuzzy Systems and Data Mining IX, 2023

A Novel Personalized Incremental Arrhythmias Classification Method for ECG Monitoring.

Zhiyuan Li, Yuanyuan Tian, Yanrui Jin, Xiaoyang Wei, Mengxiao Wang, Chengliang Liu, Liqun Zhao, Xiaoxue Yang

Proceedings of the Fuzzy Systems and Data Mining IX, 2023

ECG Quality Assessment Framework by Using Attentional Convolution Neural Network.

Yanrui Jin, Zhiyuan Li, Yuanyuan Tian, Mengxiao Wang, Xiaoyang Wei, Chengliang Liu, Xiaoxue Yang

Proceedings of the Fuzzy Systems and Data Mining IX, 2023