Caiyun Ma

22 papers Journal 15Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
An Atrial Fibrillation Detection Strategy Based on Self-Supervised Pretraining in Wearable ECG Monitoring.
IEEE Trans. Instrum. Meas.
Caiyun Ma, Weijie Sheng, Zhongyu Wang, Lina Zhao, Yuwei Zhang, Zhipeng Cai, Jianqing Li, Chengyu Liu
2025 J jnl
An Optimized Signal Quality Assessment Method for Noncontact Capacitive ECG.
IEEE Trans. Instrum. Meas.
Yunyi Jiang, Zhijun Xiao, Yuwei Zhang, Caiyun Ma, Chenxi Yang, Weiming Jin, Jianqing Li, Chengyu Liu
2025 J jnl
Multi-teacher self-distillation based on adaptive weighting and activation pattern for enhancing lightweight arrhythmia recognition.
Inf. Fusion
Zhongyu Wang, Caiyun Ma, Shuo Zhang, Minghui Zhao, Yu Liu, Lina Zhao, Tingting Zhu, Jianqing Li, Chengyu Liu
2025 J jnl
Uncertainty-Inspired Multi-Task Learning in Arbitrary Scenarios of ECG Monitoring.
IEEE J. Biomed. Health Informatics
Xingyao Wang, Hongxiang Gao, Caiyun Ma, Tingting Zhu, Feng Yang, Chengyu Liu, Huazhu Fu
2024 J jnl
A Review on Atrial Fibrillation Detection From Ambulatory ECG.
IEEE Trans. Biomed. Eng.
Caiyun Ma, Zhijun Xiao, Lina Zhao, Shany Biton, Joachim A. Behar, Xi Long, Rik Vullings, Ronald M. Aarts, Jianqing Li, Chengyu Liu
2024 J jnl
An Atrial Fibrillation Detection Strategy in Dynamic ECGs With Significant Individual Differences.
IEEE Trans. Instrum. Meas.
Caiyun Ma, Xi Long, Weijie Sheng, Rik Vullings, Meicheng Yang, Lina Zhao, Ronald M. Aarts, Jianqing Li, Chengyu Liu
2024 J jnl
Development and validation of a deep interpretable network for continuous acute kidney injury prediction in critically ill patients.
Artif. Intell. Medicine
Meicheng Yang, Songqiao Liu, Tong Hao, Caiyun Ma, Hui Chen, Yuwen Li, Changde Wu, Jianfeng Xie, Haibo Qiu, Jianqing Li, Yi Yang, Chengyu Liu
2024 J jnl
Human Eye Activity Monitoring Using Continuous Wave Doppler Radar: A Feasibility Study.
IEEE Trans. Biomed. Circuits Syst.
Zhijun Xiao, Chenxi Yang, Yumin Li, Yantao Xing, Caiyun Ma, Yuwei Zhang, Xi Long, Jianqing Li, Chengyu Liu
2024 J jnl
Hybrid Amplitude Ordinal Partition Networks for ECG Morphology Discrimination: An Application to PVC Recognition.
IEEE Trans. Instrum. Meas.
Zhipeng Cai, Caiyun Ma, Jianqing Li, Chengyu Liu
2024 J jnl
Improving ECG signal quality assessment through swin-transformer-based generative adversarial network.
Biomed. Signal Process. Control.
Zhongyu Wang, Caiyun Ma, Shuo Zhang, Yuwen Li, Lina Zhao, Jianqing Li, Chengyu Liu
2024 J jnl
Online Co-Learning Strategy Based on Multibranch Multiscale Network for 12-Lead ECG Classification.
IEEE Trans. Instrum. Meas.
Shuze Han, Caiyun Ma, Zhongyu Wang, Yutong Hou, Jianqing Li, Chengyu Liu
2023 J jnl
Atrial Fibrillation Monitoring Based on Noncontact Capacitive ECG Using an Integrated Microhumidity Fabric Electrode-Sheet Sensing Scheme.
IEEE Trans. Instrum. Meas.
Zhijun Xiao, Caiyun Ma, Yantao Xing, Chenxi Yang, Menglong Hao, Jianqing Li, Chengyu Liu
2023 J jnl
AutoMLP: A Framework for the Acceleration of Multi-Layer Perceptron Models on FPGAs for Real-Time Atrial Fibrillation Disease Detection.
IEEE Trans. Biomed. Circuits Syst.
Chao Chen, Bruno da Silva, Chenxi Yang, Caiyun Ma, Jianqing Li, Chengyu Liu
2023 — conf
Deep Learning-Based Signal Quality Assessment in Wearable ECG Monitoring.
CinC
Caiyun Ma, Zhongyu Wang, Lina Zhao, Xi Long, Rik Vullings, Ronald M. Aarts, Jianqing Li, Chengyu Liu
2023 — conf
Lightweight Arrhythmia Detection Based on Momentum Contrast Learning.
CinC
Zhongyu Wang, Caiyun Ma, Shuo Zhang, Yuwei Zhang, Jianqing Li, Chengyu Liu
2022 J jnl
A Multistep Paroxysmal Atrial Fibrillation Scanning Strategy in Long-Term ECGs.
IEEE Trans. Instrum. Meas.
Caiyun Ma, Chengyu Liu, Xingyao Wang, Yuwen Li, Shoushui Wei, Bor-Shyh Lin, Jianqing Li
2022 — conf
Decision Tree-based Model for Signal Quality Scanning in Wearable ECG.
CinC
Caiyun Ma, Zhongyu Wang, Meicheng Yang, Jianqing Li, Chengyu Liu
2022 — conf
Raising High-Risk Awareness in Hemodynamic Treatment with Reinforcement Learning for Septic Shock Patients.
CinC
Meicheng Yang, Runfa Li, Tong Hao, Caiyun Ma, Jianqing Li, Chengyu Liu
2021 — conf
An atrial fibrillation detection system based on machine learning algorithm with mix-domain features and hardware acceleration
EMBC
Chao Chen, Caiyun Ma, Yantao Xing, Zinan Li, Hongxiang Gao, Xiangyu Zhang, Chenxi Yang, Chengyu Liu, Jianqin Li
2021 J jnl
Integration of Results From Convolutional Neural Network in a Support Vector Machine for the Detection of Atrial Fibrillation.
IEEE Trans. Instrum. Meas.
Caiyun Ma, Shoushui Wei, Tongshuai Chen, Jingquan Zhong, Zhenhua Liu, Chengyu Liu
2020 — conf
Detection of AF and I-AVB combined with RR interval and P wave.
CISP-BMEI
Huaijie Cui, Shuzhong Tian, Shoushui Wei, Zhimin Zhang, Caiyun Ma, Jiajing Xie, Chunyuan Wang
2015 — conf
Effective handwritten digit recognition based on multi-feature extraction and deep analysis.
FSKD
Caiyun Ma, Hong Zhang