electronic health records
Electronic health records (EHRs) are digital versions of patients' paper charts that contain comprehensive health information about individuals. AI applications in EHRs can enhance data analysis, personalization of care, and improve decision-making in healthcare settings.
- An Investigation of Memorization Risk in Healthcare Foundation Models
- Democratizing Clinical Risk Prediction with Cross-Cohort Cross-Modal Knowledge Transfer
- Detecting Data Deviations in Electronic Health Records
- Evaluating and Learning Optimal Dynamic Treatment Regimes under Truncation by Death
- Generating Multi-Table Time Series EHR from Latent Space with Minimal Preprocessing
- Multimodal Disease Progression Modeling via Spatiotemporal Disentanglement and Multiscale Alignment
- Near-Exponential Savings for Population Mean Estimation with Active Learning