Automated Calculation of Sequential Organ Failure Assessment ( <scp>SOFA</scp> ) Score in the Intensive Care Unit: Algorithm Development, Validation, and Association With 30‐Day Mortality

In this article, the authors report results of a retrospective multicenter study, where they used a large cohort of adult ICU patients for developing and validating an automated algorithm for calculating SOFA scores. In validation, they found that the automatically calculated score was comparable to scores manually calculated by experienced clinicians. The automatically calculated maximum SOFA and Day 2 SOFA scores performed well in predicting 30-day mortality.

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Publication Details

Journal
Acta Anaesthesiologica Scandinavica
Published
2026-02-15
DOI
https://doi.org/10.1111/aas.70205
Primary Topic
Sepsis Diagnosis and Treatment
Type
article
Field-Weighted Citation Impact
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article

Automated Calculation of Sequential Organ Failure Assessment ( SOFA ) Score in the Intensive Care Unit: Algorithm Development, Validation, and Association With 30‐Day Mortality

Navid Soltani, Olav Rooyackers, Ragnar Thobaben, Anna Sundelin et al.
Acta Anaesthesiologica Scandinavica
Sepsis Diagnosis and Treatment
article

Automated Calculation of Sequential Organ Failure Assessment ( SOFA ) Score in the Intensive Care Unit: Algorithm Development, Validation, and Association With 30‐Day Mortality

Navid Soltani, Olav Rooyackers, Ragnar Thobaben, Anna Sundelin, Johan Mårtensson
article en

Abstract

In this article, the authors report results of a retrospective multicenter study, where they used a large cohort of adult ICU patients for developing and validating an automated algorithm for calculating SOFA scores. In validation, they found that the automatically calculated score was comparable to scores manually calculated by experienced clinicians. The automatically calculated maximum SOFA and Day 2 SOFA scores performed well in predicting 30-day mortality.

Acta Anaesthesiologica ScandinavicaVol. 70(3)
Karolinska University Hospital (SE), Karolinska Institutet (SE), KTH Royal Institute of Technology (SE)
Good health and well-being
Openalex Percentile: Top 53%
Sepsis Diagnosis and Treatment
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