Publications

You can also find my articles on my Google Scholar profile.

Improving ECG-based COVID-19 Diagnosis and Mortality Predictions Using Pre-pandemic Medical Records at Population-scale

Published in NeurIPS 2022 Workshop on Learning from Time Series for Health, 2022

This study utilizes pre-pandemic medical records to enhance the accuracy of ECG-based COVID-19 diagnosis and mortality predictions, offering a novel approach to managing the pandemic.

Recommended citation: Sun, W., Kalmady, S., Sepehrvand, N., Chu, L., Wang, Z., Salimi, A., Hindle, A., Greiner, R., & Kaul, P. (2022). "Improving ECG-based COVID-19 Diagnosis and Mortality Predictions Using Pre-pandemic Medical Records at Population-scale." NeurIPS 2022 Workshop on Learning from Time Series for Health. [PDF]

SPGNet: Spatial Projection Guided 3D Human Pose Estimation in Low Dimensional Space

Published in Smart Multimedia, 2022

This paper introduces SPGNet, a novel deep learning framework for 3D human pose estimation that significantly improves accuracy and efficiency by leveraging spatial projection guidance.

Recommended citation: Wang, Z., Chen, R., Liu, M., Dong, G., & Basu, A. (2022). "SPGNet: Spatial Projection Guided 3D Human Pose Estimation in Low Dimensional Space." Smart Multimedia. [PDF]