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Chaohe Zhang

Predict and Interpret Health Risk using EHR through Typical Patients

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Dec 18, 2023
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A Transfer-Learning-Based Prognosis Prediction Paradigm that Bridges Data Distribution Shift across EMR Datasets

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Oct 11, 2023
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Mortality Prediction with Adaptive Feature Importance Recalibration for Peritoneal Dialysis Patients: a deep-learning-based study on a real-world longitudinal follow-up dataset

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Jan 17, 2023
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M$^3$Care: Learning with Missing Modalities in Multimodal Healthcare Data

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Oct 28, 2022
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CovidCare: Transferring Knowledge from Existing EMR to Emerging Epidemic for Interpretable Prognosis

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Jul 17, 2020
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ConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context

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Nov 27, 2019
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AdaCare: Explainable Clinical Health Status Representation Learning via Scale-Adaptive Feature Extraction and Recalibration

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Nov 27, 2019
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