Automatic 12-lead ECG Classification Using Deep Neural Networks. - Wenjie Cai; Shuaicong Hu; Jingying Yang; Jianjian Cao (CinC, 2020)

Analysis of ECG De-Noising Using Non-Local Means with Approximate Coefficients and Particle Swarm Optimization. - Jianjian Cao; Wenjie Cai; Shuaicong Hu; Jingying Yang; Yufeng Ji; Jadera Acen (ICSAI, 2021)

An automatic residual-constrained and clustering-boosting architecture for differentiated heartbeat classification. - Shuaicong Hu; Wenjie Cai; Tijie Gao; Mingjie Wang (Biomed. Signal Process. Control., 2022)

A Hybrid Transformer Model for Obstructive Sleep Apnea Detection Based on Self-Attention Mechanism Using Single-Lead ECG. - Shuaicong Hu; Wenjie Cai; Tijie Gao; Mingjie Wang (IEEE Trans. Instrum. Meas., 2022)

DeT-Net: A Two-stage Method for Accurate Automatic Heart Segmentation. - Yuhang Deng; Shuaicong Hu; Yuxiao Feng; Jian Wei; Cuiwei Yang (CISP-BMEI, 2023)

CardiacSegFormer: Transformer for Semantic Segmentation of Cardiac Images. - Yuexiao Feng; Shuaicong Hu; Yuhang Deng; Cuiwei Yang (ICCPR, 2023)

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)

A novel interpretable feature set optimization method in blood pressure estimation using photoplethysmography signals. - Jian Liu; Shuaicong Hu; Zhijun Xiao; Qihan Hu; Daomiao Wang; Cuiwei Yang (Biomed. Signal Process. Control., 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)

ECG classification based on guided attention mechanism. - Yangcheng Huang; Wenjing Liu; Ziyi Yin 004; Shuaicong Hu; Mingjie Wang; Wenjie Cai (Comput. Methods Programs Biomed., 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)

XSleepFusion: A dual-stage information bottleneck fusion framework for interpretable multimodal sleep analysis. - Shuaicong Hu; Yanan Wang; Jian Liu; Cuiwei Yang (Inf. Fusion, 2025)

An IoMT-Driven Framework for Precision Cardiovascular Assessment Incorporating Multiscale Perspectives and Microfiber Bragg Grating. - Jian Liu; Hengtian Zhu; Wei Xiang; Shuaicong Hu; Qihan Hu; Daomiao Wang; Huan Yang; Zhengyi Mao; Fei Xu 002; Cuiwei Yang (IEEE Internet Things J., 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)

A Dual-Focus Cloud-Edge Collaborative Framework in Multitask Hemodynamic Parameter Cross-Scale Analysis: The Equilibrium of Clinical Performance and Efficiency. - Jian Liu; Shuaicong Hu; Yanan Wang 007; Wei Xiang; Cuiwei Yang (IEEE Internet Things J., 2025)