Fusion of sequential visits and medical ontology for mortality prediction

Journal of Biomedical Informatics（2022）

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摘要

•To predict mortality with fusion of sequential visits and medical ontology.•To enhance patient correlation and mitigate data scarcity with clinical knowledge.•To introduce the ordinary differential equation to model irregular time series.

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关键词

Deep learning,Medical ontology,Electronic healthcare records,ICU mortality prediction

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