Patient2Vec learns personalized deep EHR representations for better health outcomes prediction.
problem Complexities in EHR data hinder machine learning applications.
method Patient2Vec: A personalized deep learning framework for longitudinal EHR data.
result Patient2Vec achieves AUC of 0.799 in predicting future hospitalizations, outperforming baseline methods.