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20222025
most citedModeling Long-term Dependencies and Short-term Correlations in Patient Journey Data with Temporal Attention Networks for Health Prediction

16 citations · 17 across the 5 of their papers we have counts for

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2 papers · 1 filter

cs.LG2022

Integrated Convolutional and Recurrent Neural Networks for Health Risk Prediction using Patient Journey Data with Many Missing Values

Yuxi Liu, Shaowen Qin, Antonio Jimeno Yepes +3

Predicting the health risks of patients using Electronic Health Records (EHR) has attracted considerable attention in recent years, especially with the development of deep learning…

cs.LG2022★ 16 cited

Modeling Long-term Dependencies and Short-term Correlations in Patient Journey Data with Temporal Attention Networks for Health Prediction

Yuxi Liu, Zhenhao Zhang, Antonio Jimeno Yepes +1

Building models for health prediction based on Electronic Health Records (EHR) has become an active research area. EHR patient journey data consists of patient time-ordered clinica…