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Admisiones no planificadas a la unidad de cuidados intensivos en pacientes con trauma: una evaluación crítica
Amlan Swain1,2, Deb Sanjay Nag3, Jayanta Kumar Laik4
1Department of Anaesthesiology, Tata Main Hospital, Jamshedpur 831001, India.
World journal of critical care medicine
|August 29, 2025
Resumen
Las admisiones no planificadas en la unidad de cuidados intensivos son un indicador de calidad. Los modelos de aprendizaje automático son prometedores para predecir estas admisiones con mayor precisión que los sistemas de puntuación tradicionales, mejorando los resultados de los pacientes.
Área de la Ciencia:
- La informática médica
- Cuidado del trauma
- Mejora de la calidad de la asistencia sanitaria
Sus antecedentes:
- Las admisiones no planificadas a la unidad de cuidados intensivos (UP-ICU) son indicadores críticos de calidad relacionados con los resultados adversos de los pacientes.
- Los modelos predictivos tradicionales (puntuaciones fisiológicas y anatómicas) tienen limitaciones en cuanto a especificidad y aplicabilidad para pacientes con trauma.
- Los sistemas de puntuación existentes a menudo no logran capturar predictores únicos del riesgo del paciente.
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