Early Sepsis Prediction Using Ensemble Learning with Features Extracted from LSTM Recurrent Neural Network. - Zhengling He; Xianxiang Chen; Zhen Fang 003; Weidong Yi; Chenshuo Wang; Li Jiang; Zhongkai Tong; Zhongrui Bai; Yueqi Li; Yichen Pan (CinC, 2019)

A Novel Convolutional Neural Network for Arrhythmia Detection From 12-lead Electrocardiograms. - Zhengling He; Pengfei Zhang; Lirui Xu; Zhongrui Bai; Hao Zhang; Weisong Li; Pan Xia; Xianxiang Chen (CinC, 2020)

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)

Murmur Detection and Clinical Outcome Classification Using a VGG-like Network and Combined Time-Frequency Representations of PCG Signals. - Zhongrui Bai; Baiju Yan; Xiangxiang Chen 004; Yirong Wu; Peng Wang (CinC, 2022)

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)

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)

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)

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)