Zhihao Yu — accepted AI-conference papers

2024

Predict and Interpret Health Risk Using Ehr Through Typical Patients

Zhihao Yu, Chaohe Zhang, Yasha Wang, Wen Tang, Jiangtao Wang, Liantao Ma

ICASSP 2024accepted

Predicting health risks from electronic health records (EHR) is a topic of recent interest. Deep learning models have achieved success by modeling temporal and feature interaction. However, these methods learn insufficient representations and lead to poor performance when it comes to patients with f…

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2024

SMART: Towards Pre-trained Missing-Aware Model for Patient Health Status Prediction

Zhihao Yu, Xu Chu, Yujie Jin, Yasha Wang, Junfeng Zhao

NeurIPS 2024poster

Electronic health record (EHR) data has emerged as a valuable resource for analyzing patient health status. However, the prevalence of missing data in EHR poses significant challenges to existing methods, leading to spurious correlations and suboptimal predictions. While various imputation technique…

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