We observe a high degree of agreement across the considered machine learning methods; in particular, age, blood urea nitrogen level and the indicator variable - ...
In this paper, we use patients' profiles extracted from the MIMIC-III clinical database to construct risk calculators based on different machine learning ...
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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 ...
Dec 9, 2021 · An Interpretable Intensive Care Unit Mortality Risk Calculator ; Publication Date: 09 December 2021 ; Citation: Ang, E. T. Y., Nambiar, M., Soh, ...
Mar 8, 2024 · Proposed structured hybrid model for mortality risk stratification of critically ill, influenza and pneumonia patients in the ICU. The model ...
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 ...
Apr 3, 2023 · In this study, we established and validated an interpretable machine learning-based risk stratification tool for in-hospital all-cause mortality ...