Intelligent Detection of Hypokalemia Based on 12-Lead ECG Using Two-stream Deep Learning Model. - Yueyi Wang; Gaoyan Zhong; Ya'nan Wang 007; Qiang Zhu; Jiayong Xie; Xintao Deng; Aiguo Wang; Cuiwei Yang (CISP-BMEI, 2022)

Personalized Transfer Learning for Single-Lead ECG-Based Sleep Apnea Detection: Exploring the Label Mapping Length and Transfer Strategy Using Hybrid Transformer Model. - Shuaicong Hu; Ya'nan Wang 007; Jian Liu; Cuiwei Yang (IEEE Trans. Instrum. Meas., 2023)

Interpatient Heartbeat Classification Using Modified Residual Attention Network With Two-Phase Training and Assistant Decision. - Ya'nan Wang 007; Guohui Zhou; Cuiwei Yang (IEEE Trans. Instrum. Meas., 2023)

Semi-Supervised Learning for Low-Cost Personalized Obstructive Sleep Apnea Detection Using Unsupervised Deep Learning and Single-Lead Electrocardiogram. - Shuaicong Hu; Ya'nan Wang 007; Jian Liu; Cuiwei Yang; Aiguo Wang; Kuanzheng Li; Wenxin Liu (IEEE J. Biomed. Health Informatics, 2023)

Personalized blood pressure estimation using multiview fusion information of wearable physiological signals and transfer learning. - Jian Liu; Shuaicong Hu; Yanan Wang 007; Wei Xiang; Qihan Hu; Cuiwei Yang (Appl. Soft Comput., 2024)

Amplitude-Phase Fusion for Enhanced Electrocardiogram Morphological Analysis. - Shuaicong Hu; Yanan Wang 007; Jian Liu; Jingyu Lin; Shengmei Qin; Zhenning Nie; Zhifeng Yao 002; Wenjie Cai; Cuiwei Yang (CoRR, 2024)

A Lightweight Hybrid Model Using Multiscale Markov Transition Field for Real-Time Quality Assessment of Photoplethysmography Signals. - Jian Liu; Shuaicong Hu; Ya'nan Wang 007; Qihan Hu; Daomiao Wang; Cuiwei Yang (IEEE J. Biomed. Health Informatics, 2024)

A multi-module algorithm for heartbeat classification based on unsupervised learning and adaptive feature transfer. - Yanan Wang 007; Shuaicong Hu; Jian Liu; Gaoyan Zhong; Cuiwei Yang (Comput. Biol. Medicine, 2024)

LEAF-Net: A real-time fine-grained quality assessment system for physiological signals using lightweight evolutionary attention fusion. - Jian Liu; Shuaicong Hu; Yanan Wang 007; Qihan Hu; Daomiao Wang; Wei Xiang; Xujian Feng; Cuiwei Yang (Expert Syst. Appl., 2025)

PULSE: A personalized physiological signal analysis framework via unsupervised domain adaptation and self-adaptive learning. - Yanan Wang 007; Shuaicong Hu; Jian Liu; Aiguo Wang; Guohui Zhou; Cuiwei Yang (Expert Syst. Appl., 2025)

IPCT-Net: Parallel information bottleneck modality fusion network for obstructive sleep apnea diagnosis. - Shuaicong Hu; Yanan Wang 007; Jian Liu; Zhaoqiang Cui; Cuiwei Yang; Zhifeng Yao 002; Junbo Ge (Neural Networks, 2025)