79 citations
- Georgia Institute of TechnologyUS3 papers
- Temple UniversityUS2 papers
- University of Illinois Urbana-ChampaignUS2 papers
- Institute of SoftwareCN1 paper
- IQVIA (France)FR1 paper
- Marion General HospitalUS1 paper
- Peking UniversityCN1 paper
- Peking University Third HospitalCN1 paper
- University of Minnesota SystemUS1 paper
4 papers
CLARA: Clinical Report Auto-completion
Siddharth Biswal, Cao Xiao, Lucas M. Glass +2
Generating clinical reports from raw recordings such as X-rays and electroencephalogram (EEG) is an essential and routine task for doctors. However, it is often time-consuming to w…
REST: Robust and Efficient Neural Networks for Sleep Monitoring in the Wild
Rahul Duggal, Scott Freitas, Cao Xiao +2
In recent years, significant attention has been devoted towards integrating deep learning technologies in the healthcare domain. However, to safely and practically deploy deep lear…
StageNet: Stage-Aware Neural Networks for Health Risk Prediction
Junyi Gao, Cao Xiao, Yasha Wang +3
Deep learning has demonstrated success in health risk prediction especially for patients with chronic and progressing conditions. Most existing works focus on learning disease Netw…
Representation Learning of EHR Data via Graph-Based Medical Entity Embedding
Tong Wu, Yunlong Wang, Yue Wang +3
Automatic representation learning of key entities in electronic health record (EHR) data is a critical step for healthcare informatics that turns heterogeneous medical records into…