research
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09/08/2023
Leveraging Prototype Patient Representations with Feature-Missing-Aware Calibration to Mitigate EHR Data Sparsity
Electronic Health Record (EHR) data frequently exhibits sparse character...
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06/07/2023
M^3Fair: Mitigating Bias in Healthcare Data through Multi-Level and Multi-Sensitive-Attribute Reweighting Method
In the data-driven artificial intelligence paradigm, models heavily rely...
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10/28/2022
M^3Care: Learning with Missing Modalities in Multimodal Healthcare Data
Multimodal electronic health record (EHR) data are widely used in clinic...
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09/16/2022