Physician clustering using decision-making records in an ICU digital twin

D. García de Vicuña Bilbao, L. Esparza Artanga, F. Mallor Giménez

En este trabajo se presentan los resultados obtenidos del uso de un gemelo digital de una UCI por parte de profesionales de la UCI además de otros perfiles, y se proponen diferentes métricas para analizar y comparar las decisiones de gestión de camas de estas unidades. El objetivo principal es el desarrollo de nuevas metodologías que, basadas en los datos recopilados por el simulador, nos permitan detectar las similitudes y discrepancias de los usuarios en la toma de decisiones en UCI sobre el ingreso y alta de pacientes. Concretamente, se proponen cuatro tipos de medidas que cuantifican de distinta forma el uso de las tres acciones de control de camas que los usuarios disponen para gestionar la UCI: acortar la estancia de los pacientes ingresados, cancelar las cirugías programadas o derivar a otra instalación pacientes urgentes no programados. Los resultados de la metodología desarrollada se ilustran con datos reales.

Keywords: UCI, toma de decisiones, simulación, cluster

Scheduled

GT16 Decision Making and Process Improvement in Health Services. Decision in Health, Disasters, Development and Sustainability
June 9, 2022  12:00 PM
Conference hall

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Evacuación asistida: un modelo conjunto para la evacuación de personas vulnerables a albergues y hospitales y abastecimiento de suministros.

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Collaborative value modelling in operational research with Delphi and decision conferencing processes

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