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Updated: Jan 27, 2026

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EmergInsight: un panel en tiempo real para optimizar la atención de urgencias mediante la visualización de datos y el

Francesco Branda¹, Vincenzo Andretta², Mohamed Mustaf Ahmed³

¹Unit of Medical Statistics and Molecular Epidemiology, Campus Bio-Medico University of Rome, Rome, 00128, Italy.

|January 26, 2026

Abstracto

Objectives:

The fragmentation of healthcare data in Italy and the increase in demand in emergency departments (EDs) require innovative solutions to improve operational flows, quality of care, and decision-making. This study presents EmergInsight, a prototype interactive real-time dashboard designed to optimize ED operations through the visualization and analysis of clinical and operational data.

Materials And Methods:

EmergInsight was tested on data from the "San Giovanni di Dio e Ruggi d'Aragona" University Hospital (Salerno, Italy) from 2022 to 2023. The dashboard integrates performance indicators, geospatial maps, trend analysis, and predictive tools, structured into four modules focused on operational efficiency, acuity management, resource utilization, and demand forecasting.

Results:

EmergInsight revealed seasonal access patterns, high green code prevalence, early dropouts, and frequent Intensive Short Observation (OBI) use in elderly patients. Geographic maps identified high-care demand areas, while the predictive module provided timely and reliable forecasts of patient access.

Discussion And Conclusion:

EmergInsight facilitates proactive ED management, improving resource allocation and supporting data-driven decisions.

Palabras clave:

sistemas de apoyo a la decisión departamento de urgencias informática de la salud panel de atención médica análisis en tiempo real

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