An Interpretable Intensive Care Unit Mortality Risk Calculator - PubMed
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We perform an extensive benchmarking study that compares the most salient features as predicted by various methods. ... Our work has the potential to help ...
An Interpretable Intensive Care Unit Mortality Risk Calculator. Eugene T. Y. ... calculators to predict 28-day mortality risk of ICU patients at ...
In this paper, we use patients' profiles extracted from the MIMIC-III clinical database to construct risk calculators based on different machine learning ...
Jan 19, 2021 · Risk calculators are tools used by healthcare providers to estimate the probabilities of chronically ill or Intensive Care. Unit (ICU) patients ...
Jan 19, 2021 · Patients' profiles extracted from the MIMIC-III clinical database are used to construct risk calculators based on different machine learning ...
Nov 21, 2023 · We build on modern interpretable ML techniques to design accurate and interpretable mortality risk scores. We leverage the largest existing ...
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Mortality risk is a major concern to patients have just been discharged fromthe intensive care unit (ICU). Many studies have been directed to ...
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The study addressed how the models learn to categorize patients to predict intensive care unit mortality or survival within 12 hours. The performance was ...
Sep 15, 2023 · This study aimed to construct a mortality model for the risk stratification of intensive care unit (ICU) patients with sepsis by applying a ...
Title: BUILDING AN INTERPRETABLE ICU MORTALITY RISK CALCULATOR. Authors: ANG TENG YEN EUGENE. Issue Date: 2021. Citation: ANG TENG YEN EUGENE (2021).