A Novel Multi-Scale Convolutional Neural Network for Arrhythmia Classification on Reduced-Lead ECGs. - Pan Xia; Zhengling He; Yusi Zhu; Zhongrui Bai; Xianya Yu; Yuqi Wang; Fanglin Geng; Lidong Du; Xianxiang Chen; Peng Wang 115; Zhen Fang 003 (CinC, 2021)

ECG-based biometric under different psychological stress states. - Ruishi Zhou; Chenshuo Wang; Pengfei Zhang; Xianxiang Chen; Lidong Du; Peng Wang 115; Zhan Zhao; Mingyan Du; Zhen Fang 003 (Comput. Methods Programs Biomed., 2021)

Deep adaptation network for subject-specific sleep stage classification based on a single-lead ECG. - Minfang Tang; Zhiwei Zhang; Zhengling He; Weisong Li; Xiuying Mou; Lidong Du; Peng Wang 115; Zhan Zhao; Xianxiang Chen; Xiaoran Li; Hongbo Chang; Zhen Fang 003 (Biomed. Signal Process. Control., 2022)

Heart signatures: Open-set person identification based on cardiac radar signals. - Baiju Yan; Hao Zhang 118; Yicheng Yao; Changyu Liu; Pu Jian; Peng Wang 115; Lidong Du; Xianxiang Chen; Zhen Fang 003; Yirong Wu (Biomed. Signal Process. Control., 2022)

Single-channel EEG sleep staging based on data augmentation and cross-subject discrepancy alleviation. - Zhengling He; Lidong Du; Peng Wang 115; Pan Xia; Zhe Liu; Yuanlin Song; Xianxiang Chen; Zhen Fang 003 (Comput. Biol. Medicine, 2022)

Fall Detection System Using Millimeter-Wave Radar Based on Neural Network and Information Fusion. - Yicheng Yao; Changyu Liu; Hao Zhang 118; Baiju Yan; Pu Jian; Peng Wang 115; Lidong Du; Xianxiang Chen; Baoshi Han; Zhen Fang 003 (IEEE Internet Things J., 2022)

Non-Contact Cardio-Pulmonary Resuscitation Compression Action Quality Monitoring Based on Depth Camera. - Fanglin Geng; Hao Zhang 118; Yicheng Yao; Pan Xia; Peng Wang 115; Xianxiang Chen; Zhenfeng Li; Lidong Du; Zhen Fang 003 (BSN, 2023)

Predicting Neurological Outcomes for Cardiac Arrest Patients from Longitudinal EEG Based on Short-Time Fourier Transform and 3-D Deep Residual Network. - Pan Xia; Dongfang Zhao 013; Yicheng Yao; Zhongrui Bai; Yizi Shao; Saihu Lu; Fanglin Geng; Yusi Zhu; Peng Wang 115; Lidong Du (CinC, 2023)

An ERP-based cognitive disorders detection method using a multi-scale dilated convolutional neural network (MSDCNN). - Siying Li; Pan Xia; Hao Zhang 118; Peng Wang 115; Xianxiang Chen; Zhenfeng Li; Lidong Du; Zhen Fang 003 (ICBBE, 2023)

mmGesture: Semi-supervised gesture recognition system using mmWave radar. - Baiju Yan; Peng Wang 115; Lidong Du; Xianxiang Chen; Zhen Fang 003; Yirong Wu (Expert Syst. Appl., 2023)

Cross-scenario automatic sleep stage classification using transfer learning and single-channel EEG. - Zhengling He; Minfang Tang; Peng Wang 115; Lidong Du; Xianxiang Chen; Gang Cheng; Zhen Fang 003 (Biomed. Signal Process. Control., 2023)

New approaches for rapid setpoint determination and uninterrupted tracking in non-invasive continuous blood pressure monitoring based on volume-clamp method. - Pang Wu; Zhongrui Bai; Lirui Xu; Peng Wang 115; Xianxiang Chen; Lidong Du; Xiaoran Li; Zhan Zhao; Zhen Fang 003 (Biomed. Signal Process. Control., 2023)

Radar-Beat: Contactless beat-by-beat heart rate monitoring for life scenes. - Hao Zhang 118; Pu Jian; Yicheng Yao; Changyu Liu; Peng Wang 115; Xianxiang Chen; Lidong Du; Chengyu Zhuang; Zhen Fang 003 (Biomed. Signal Process. Control., 2023)

mmSignature: Semi-supervised human identification system based on millimeter wave radar. - Yicheng Yao; Hao Zhang 118; Pan Xia; Changyu Liu; Fanglin Geng; Zhongrui Bai; Lidong Du; Xianxiang Chen; Peng Wang 115; Baoshi Han; Ting Yang; Zhen Fang 003 (Eng. Appl. Artif. Intell., 2023)

Design and implementation of a silent speech recognition system based on sEMG signals: A neural network approach. - Bokai Huang; Yizi Shao; Hao Zhang 118; Peng Wang 115; Xianxiang Chen; Zhenfeng Li; Lidong Du; Zhen Fang 003; Hui Zhao; Bing Han (Biomed. Signal Process. Control., 2024)

A generalizable and robust deep learning method for atrial fibrillation detection from long-term electrocardiogram. - Yonggang Zou; Xianya Yu; Siying Li; Xiuying Mou; Lidong Du; Xianxiang Chen; Zhenfeng Li; Peng Wang 115; Xiaoran Li; Mingyan Du; Zhen Fang 003 (Biomed. Signal Process. Control., 2024)

Reliable automatic sleep stage classification based on hybrid intelligence. - Yizi Shao; Bokai Huang; Lidong Du; Peng Wang 115; Zhenfeng Li; Zhe Liu; Lei Zhou; Yuanlin Song; Xianxiang Chen; Zhen Fang 003 (Comput. Biol. Medicine, 2024)

D-Unet: A symmetric architecture of convolutional neural network with two auxiliary outputs for dementia recognition. - Siying Li; Pan Xia; Yonggang Zou; Lidong Du; Zhenfeng Li; Peng Wang 115; Xianxiang Chen; Yundai Chen; Yajun Shi; Zhen Fang 003 (Int. J. Imaging Syst. Technol., 2024)

Unsupervised-Learning-Based Unobtrusive Fall Detection Using FMCW Radar. - Yicheng Yao; Hao Zhang 118; Changyu Liu; Fanglin Geng; Peng Wang 115; Lidong Du; Xianxiang Chen; Baoshi Han; Ting Yang; Zhen Fang 003 (IEEE Internet Things J., 2024)

Non-contact blood pressure estimation using FMCW radar: A two-stream approach focused on central arterial activity. - Zhongrui Bai; Fanglin Geng; Hao Zhang 118; Xianxiang Chen; Lidong Du; Peng Wang 115; Pang Wu; Gang Cheng; Zhen Fang 003; Yirong Wu (Biomed. Signal Process. Control., 2025)

mm2Sleep: Highly generalized dual-person sleep posture recognition using FMCW radar. - Yicheng Yao; Hao Zhang 118; Pan Xia; Changyu Liu; Fanglin Geng; Zhongrui Bai; Lidong Du; Xianxiang Chen; Peng Wang 115; Weifeng Yao; Ziqing Hei; Zhen Fang 003 (Biomed. Signal Process. Control., 2025)

A deep learning method for contactless emotion recognition from ballistocardiogram. - Xianya Yu; Yonggang Zou; Xiuying Mou; Siying Li; Zhongrui Bai; Lidong Du; Zhenfeng Li; Peng Wang 115; Xianxiang Chen; Xiaoran Li; Fenghua Li; Huaiyong Li; et al. (Biomed. Signal Process. Control., 2025)