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Zhenhao Zhang

Robust Variable Selection for High-dimensional Regression with Missing Data and Measurement Errors

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Oct 23, 2024
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Diffusion-based Reinforcement Learning via Q-weighted Variational Policy Optimization

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May 25, 2024
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Hypergraph Convolutional Networks for Fine-grained ICU Patient Similarity Analysis and Risk Prediction

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Aug 24, 2023
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Contrastive Learning-based Imputation-Prediction Networks for In-hospital Mortality Risk Modeling using EHRs

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Aug 19, 2023
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Integrated Convolutional and Recurrent Neural Networks for Health Risk Prediction using Patient Journey Data with Many Missing Values

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Nov 14, 2022
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Compound Density Networks for Risk Prediction using Electronic Health Records

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Aug 16, 2022
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Modeling Long-term Dependencies and Short-term Correlations in Patient Journey Data with Temporal Attention Networks for Health Prediction

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Jul 15, 2022
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