A BNN Accelerator Based on Edge-skip-calculation Strategy and Consolidation Compressed Tree. - Gaoming Du; Bangyi Chen; Zhenmin Li; Zhenxing Tu; Junjie Zhou; Shenya Wang; Qinghao Zhao; Yongsheng Yin; Xiaolei Wang (ACM Trans. Reconfigurable Technol. Syst., 2022)

Artificial Intelligence System for Detection and Screening of Cardiac Abnormalities using Electrocardiogram Images. - Deyun Zhang; Shijia Geng; Yang Zhou; Weilun Xu; Guodong Wei; Kai Wang; Jie Yu; Qiang Zhu; Yongkui Li; Yonghong Zhao; Xingyue Chen; Rui Zhang 054; et al. (CoRR, 2023)

A Review of Deep Learning Methods for Photoplethysmography Data. - Guangkun Nie; Jiabao Zhu; Gongzheng Tang; Deyun Zhang; Shijia Geng; Qinghao Zhao; Shenda Hong (CoRR, 2024)

Deep Learning for Detecting and Early Predicting Chronic Obstructive Pulmonary Disease from Spirogram Time Series: A UK Biobank Study. - Shuhao Mei; Yuxi Zhou; Jiahao Xu; Yuxuan Wan; Shan Cao; Qinghao Zhao; Shijia Geng; Junqing Xie; Shenda Hong (CoRR, 2024)

Deep Imbalanced Regression to Estimate Vascular Age from PPG Data: a Novel Digital Biomarker for Cardiovascular Health. - Guangkun Nie; Qinghao Zhao; Gongzheng Tang; Jun Li; Shenda Hong (CoRR, 2024)

Cardiac murmur grading and risk analysis of cardiac diseases based on adaptable heterogeneous-modality multi-task learning. - Chenyang Xu; Xin Li; Xinyue Zhang 004; Ruilin Wu; Yuxi Zhou; Qinghao Zhao; Yong Zhang; Shijia Geng; Yue Gu; Shenda Hong (Health Inf. Sci. Syst., 2024)

A deep learning method for beat-level risk analysis and interpretation of atrial fibrillation patients during sinus rhythm. - Jun Lei; Yuxi Zhou; Xue Tian; Qinghao Zhao; Qi Zhang; Shijia Geng; Qingbo Wu 005; Shenda Hong (Biomed. Signal Process. Control., 2025)

Accuracy of Wearable ECG Parameter Calculation Method for Long QT and First-Degree A-V Block Detection: A Multi-Center Real-World Study with External Validations Compared to Standard ECG Machines and Cardiologist Assessments. - Sumei Fan; Deyun Zhang; Yue Wang 014; Shijia Geng; Kun Lu; Meng Sang; Weilun Xu; Haixue Wang; Qinghao Zhao; Chuandong Cheng; Peng Wang; Shenda Hong (CoRR, 2025)

GEM: Empowering MLLM for Grounded ECG Understanding with Time Series and Images. - Xiang Lan 004; Feng Wu 001; Kai He 001; Qinghao Zhao; Shenda Hong; Mengling Feng (CoRR, 2025)

MEETI: A Multimodal ECG Dataset from MIMIC-IV-ECG with Signals, Images, Features and Interpretations. - Deyun Zhang; Xiang Lan 004; Shijia Geng; Qinghao Zhao; Sumei Fan; Mengling Feng; Shenda Hong (CoRR, 2025)