89 citations · 196 across the 12 of their papers we have counts for
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cs.LG2022★ 5 cited
Improving Medical Predictions by Irregular Multimodal Electronic Health Records Modeling
Xinlu Zhang, Shiyang Li, Zhiyu Chen +2
Health conditions among patients in intensive care units (ICUs) are monitored via electronic health records (EHRs), composed of numerical time series and lengthy clinical note sequ…
cs.LG2021★ 1 cited
Multiple Organ Failure Prediction with Classifier-Guided Generative Adversarial Imputation Networks
Xinlu Zhang, Yun Zhao, Rachael Callcut +1
Multiple organ failure (MOF) is a severe syndrome with a high mortality rate among Intensive Care Unit (ICU) patients. Early and precise detection is critical for clinicians to mak…