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UnknownPrediction models for respiratory outcomes in patients with COVID-19: integration of quantitative computed tomography parameters, demographics, and laboratory features.

Background

We aimed to develop integrative machine-learning models using quantitative computed tomography (CT) parameters in addition to initial clinical features to predict the respiratory outcomes of coronavirus disease 2019 (COVID-19).

Methods

This was a retrospective study involvi...
S-EPMC10089866 | biostudies-literature
UnknownComparison of outcomes of chronic kidney disease based on etiology: a prospective cohort study from KNOW-CKD.
The causes of chronic kidney disease (CKD) affects its outcomes. However, the relative risks for adverse outcomes according to specific causes of CKD is not well established. In a prospective cohort study from KNOW-CKD, a cohort was analyzed using overlap propensity score weighting methods. Patients...
S-EPMC9981888 | biostudies-literature
UnknownCoronary Artery Calcification Score and the Progression of Chronic Kidney Disease.

Background

An elevated coronary artery calcification score (CACS) is associated with increased cardiovascular disease risk in patients with CKD. However, the relationship between CACS and CKD progression has not been elucidated.

Methods

We studied 1936 participants with CKD (stages G1...
S-EPMC9342644 | biostudies-literature
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