Effective handwritten digit recognition based on multi-feature extraction and deep analysis. - Caiyun Ma; Hong Zhang (FSKD, 2015)

Detection of AF and I-AVB combined with RR interval and P wave. - Huaijie Cui; Shuzhong Tian; Shoushui Wei; Zhimin Zhang 006; Caiyun Ma; Jiajing Xie; Chunyuan Wang (CISP-BMEI, 2020)

An atrial fibrillation detection system based on machine learning algorithm with mix-domain features and hardware acceleration *. - Chao Chen 042; Caiyun Ma; Yantao Xing; Zinan Li; Hongxiang Gao; Xiangyu Zhang 008; Chenxi Yang; Chengyu Liu 001; Jianqin Li (EMBC, 2021)

Integration of Results From Convolutional Neural Network in a Support Vector Machine for the Detection of Atrial Fibrillation. - Caiyun Ma; Shoushui Wei; Tongshuai Chen; Jingquan Zhong; Zhenhua Liu; Chengyu Liu 001 (IEEE Trans. Instrum. Meas., 2021)

Decision Tree-based Model for Signal Quality Scanning in Wearable ECG. - Caiyun Ma; Zhongyu Wang; Meicheng Yang; Jianqing Li 002; Chengyu Liu 001 (CinC, 2022)

Raising High-Risk Awareness in Hemodynamic Treatment with Reinforcement Learning for Septic Shock Patients. - Meicheng Yang; Runfa Li; Tong Hao; Caiyun Ma; Jianqing Li 002; Chengyu Liu 001 (CinC, 2022)

A Multistep Paroxysmal Atrial Fibrillation Scanning Strategy in Long-Term ECGs. - Caiyun Ma; Chengyu Liu 001; Xingyao Wang 001; Yuwen Li 002; Shoushui Wei; Bor-Shyh Lin; Jianqing Li 002 (IEEE Trans. Instrum. Meas., 2022)

Deep Learning-Based Signal Quality Assessment in Wearable ECG Monitoring. - Caiyun Ma; Zhongyu Wang; Lina Zhao; Xi Long; Rik Vullings; Ronald M. Aarts; Jianqing Li 002; Chengyu Liu 001 (CinC, 2023)

Lightweight Arrhythmia Detection Based on Momentum Contrast Learning. - Zhongyu Wang; Caiyun Ma; Shuo Zhang 030; Yuwei Zhang; Jianqing Li 002; Chengyu Liu 001 (CinC, 2023)

Atrial Fibrillation Monitoring Based on Noncontact Capacitive ECG Using an Integrated Microhumidity Fabric Electrode-Sheet Sensing Scheme. - Zhijun Xiao; Caiyun Ma; Yantao Xing; Chenxi Yang; Menglong Hao; Jianqing Li 002; Chengyu Liu 001 (IEEE Trans. Instrum. Meas., 2023)

AutoMLP: A Framework for the Acceleration of Multi-Layer Perceptron Models on FPGAs for Real-Time Atrial Fibrillation Disease Detection. - Chao Chen 042; Bruno da Silva 001; Chenxi Yang; Caiyun Ma; Jianqing Li 002; Chengyu Liu 001 (IEEE Trans. Biomed. Circuits Syst., 2023)

Development and validation of a deep interpretable network for continuous acute kidney injury prediction in critically ill patients. - Meicheng Yang; Songqiao Liu; Tong Hao; Caiyun Ma; Hui Chen; Yuwen Li 002; Changde Wu; Jianfeng Xie; Haibo Qiu; Jianqing Li 002; Yi Yang; Chengyu Liu 001 (Artif. Intell. Medicine, 2024)

Improving ECG signal quality assessment through swin-transformer-based generative adversarial network. - Zhongyu Wang; Caiyun Ma; Shuo Zhang 030; Yuwen Li 002; Lina Zhao; Jianqing Li 002; Chengyu Liu 001 (Biomed. Signal Process. Control., 2024)

Hybrid Amplitude Ordinal Partition Networks for ECG Morphology Discrimination: An Application to PVC Recognition. - Zhipeng Cai 002; Caiyun Ma; Jianqing Li 002; Chengyu Liu 001 (IEEE Trans. Instrum. Meas., 2024)

Online Co-Learning Strategy Based on Multibranch Multiscale Network for 12-Lead ECG Classification. - Shuze Han; Caiyun Ma; Zhongyu Wang; Yutong Hou; Jianqing Li 002; Chengyu Liu 001 (IEEE Trans. Instrum. Meas., 2024)

An Atrial Fibrillation Detection Strategy in Dynamic ECGs With Significant Individual Differences. - Caiyun Ma; Xi Long; Weijie Sheng 001; Rik Vullings; Meicheng Yang; Lina Zhao; Ronald M. Aarts; Jianqing Li 002; Chengyu Liu 001 (IEEE Trans. Instrum. Meas., 2024)

A Review on Atrial Fibrillation Detection From Ambulatory ECG. - Caiyun Ma; Zhijun Xiao; Lina Zhao; Shany Biton; Joachim A. Behar; Xi Long; Rik Vullings; Ronald M. Aarts; Jianqing Li 002; Chengyu Liu 001 (IEEE Trans. Biomed. Eng., 2024)

Human Eye Activity Monitoring Using Continuous Wave Doppler Radar: A Feasibility Study. - Zhijun Xiao; Chenxi Yang; Yumin Li; Yantao Xing; Caiyun Ma; Yuwei Zhang; Xi Long; Jianqing Li 002; Chengyu Liu 001 (IEEE Trans. Biomed. Circuits Syst., 2024)

Multi-teacher self-distillation based on adaptive weighting and activation pattern for enhancing lightweight arrhythmia recognition. - Zhongyu Wang; Caiyun Ma; Shuo Zhang 030; Minghui Zhao; Yu Liu; Lina Zhao; Tingting Zhu 001; Jianqing Li 002; Chengyu Liu 001 (Inf. Fusion, 2025)

An Optimized Signal Quality Assessment Method for Noncontact Capacitive ECG. - Yunyi Jiang; Zhijun Xiao; Yuwei Zhang; Caiyun Ma; Chenxi Yang; Weiming Jin; Jianqing Li 002; Chengyu Liu 001 (IEEE Trans. Instrum. Meas., 2025)

An Atrial Fibrillation Detection Strategy Based on Self-Supervised Pretraining in Wearable ECG Monitoring. - Caiyun Ma; Weijie Sheng 001; Zhongyu Wang; Lina Zhao; Yuwei Zhang; Zhipeng Cai 002; Jianqing Li 002; Chengyu Liu 001 (IEEE Trans. Instrum. Meas., 2025)

Uncertainty-Inspired Multi-Task Learning in Arbitrary Scenarios of ECG Monitoring. - Xingyao Wang 001; Hongxiang Gao; Caiyun Ma; Tingting Zhu 001; Feng Yang; Chengyu Liu 001; Huazhu Fu (IEEE J. Biomed. Health Informatics, 2025)