Comparison of different AI systems for diagnosing sepsis, septic shock, and cardiogenic shock: a retrospective study

Comparison of different AI systems for diagnosing sepsis, septic shock, and cardiogenic shock: a retrospective study

Abstract Sepsis, septic shock, and cardiogenic shock are life-threatening conditions associated with high mortality rates, but differentiating them is complex because they share certain symptoms. Using the Medical Information Mart for Intensive Care (MIMIC)-III database and artificial intelligence (...

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Bibliographic Details
Main Authors: Dirk Obmann, Philipp Münch, Bernhard Graf, Holger von Jouanne-Diedrich, York A. Zausig
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
Subjects:
Artificial intelligence
Ai
Decision support systems
Sepsis
Septic shock
Cardiogenic shock
Online Access:https://doi.org/10.1038/s41598-025-00830-9
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https://doi.org/10.1038/s41598-025-00830-9

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