Smart alerts: development of software to optimize data monitoring.

نویسندگان

  • Patrick Marcel Dherte
  • Mariana Pires Gentil Negrão
  • Silvio Mori Neto
  • Rafael Holzhacker
  • Vanessa Shimada
  • Paula Taberner
  • Maria José Carvalho Carmona
چکیده

BACKGROUND AND OBJECTIVES Monitoring is useful for vital follow-ups and prevention, diagnosis, and treatment of several events in anesthesia. Although alarms can be useful in monitoring they can cause dangerous user's desensitization. The objective of this study was to describe the development of specific software to integrate intraoperative monitoring parameters generating "smart alerts" that can help decision making, besides indicating possible diagnosis and treatment. METHODS A system that allowed flexibility in the definition of alerts, combining individual alarms of the parameters monitored to generate a more elaborated alert system was designed. After investigating a set of smart alerts, considered relevant in the surgical environment, a prototype was designed and evaluated, and additional suggestions were implemented in the final product. To verify the occurrence of smart alerts, the system underwent testing with data previously obtained during intraoperative monitoring of 64 patients. The system allows continuous analysis of monitored parameters, verifying the occurrence of smart alerts defined in the user interface. RESULTS With this system a potential 92% reduction in alarms was observed. We observed that in most situations that did not generate alerts individual alarms did not represent risk to the patient. CONCLUSIONS Implementation of software can allow integration of the data monitored and generate information, such as possible diagnosis or interventions. An expressive potential reduction in the amount of alarms during surgery was observed. Information displayed by the system can be oftentimes more useful than analysis of isolated parameters.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Requirements for Designing a Wearable Smart Blanket System for Monitoring Patients in Ambulance

Introduction: Nowadays, smart systems and advanced tools such as wearable systems have grown significantly in order to monitor patients and keep their condition under control. The aim of this study was to determine the requirements for designing a wearable smart blanket system (WSBS) to monitor patients in ambulance instantaneously. Method: After reviewing the characteristics of wearable system...

متن کامل

Requirements for Designing a Wearable Smart Blanket System for Monitoring Patients in Ambulance

Introduction: Nowadays, smart systems and advanced tools such as wearable systems have grown significantly in order to monitor patients and keep their condition under control. The aim of this study was to determine the requirements for designing a wearable smart blanket system (WSBS) to monitor patients in ambulance instantaneously. Method: After reviewing the characteristics of wearable system...

متن کامل

Value Engineering and AHP Analysis of Intelligent Metering in Iran's Electricity Grid

This paper aims to analyze the implementation of smart meters implementation based on the value engineering integration approach and the AHP hierarchical ranking method. Value engineering strives to identify unnecessary functions by identifying product or project functions and by removing them to focus on other ways that they can fulfill the essential functions. To this end, in this study, firs...

متن کامل

Wi-Fi Based Reconfigurable Smart Sensor Interface for Industrial Monitoring System in IOT

Internet of things (IoT) is rapidly increasing technology. IoT is the network of physical object or things embedded with electronics, software, objects to collect and exchange data. In this paper we are developing a system which will automatically monitor the industrial applications and generate alerts or take intelligent decisions using concept of IoT has given us a promising way to build powe...

متن کامل

“Smart” Continuous Glucose Monitoring Sensors: On-Line Signal Processing Issues

The availability of continuous glucose monitoring (CGM) sensors allows development of new strategies for the treatment of diabetes. In particular, from an on-line perspective, CGM sensors can become "smart" by providing them with algorithms able to generate alerts when glucose concentration is predicted to exceed the normal range thresholds. To do so, at least four important aspects have to be ...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:
  • Revista brasileira de anestesiologia

دوره 61 1  شماره 

صفحات  -

تاریخ انتشار 2011