A fuzzy model for processing and monitoring vital signs in ICU patients

被引:27
|
作者
Leite, Cicilia R. M. [1 ]
Sizilio, Glaucia R. A. [1 ]
Neto, Adriao D. D. [1 ]
Valentim, Ricardo A. M. [1 ]
Guerreiro, Ana M. G. [1 ]
机构
[1] Univ Fed Rio Grande do Norte, Dept Biomed Engn, UFRN CT DCA, BR-59072970 Natal, RN, Brazil
关键词
Fuzzy Logic; Vital Sign; Fuzzy Rule; Intensive Care Unit Patient; Fuzzy Model;
D O I
10.1186/1475-925X-10-68
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Background: The area of the hospital automation has been the subject of much research, addressing relevant issues which can be automated, such as: management and control (electronic medical records, scheduling appointments, hospitalization, among others); communication (tracking patients, staff and materials), development of medical, hospital and laboratory equipment; monitoring (patients, staff and materials); and aid to medical diagnosis (according to each speciality). Methods: In this context, this paper presents a Fuzzy model for helping medical diagnosis of Intensive Care Unit (ICU) patients and their vital signs monitored through a multiparameter heart screen. Intelligent systems techniques were used in the data acquisition and processing (sorting, transforming, among others) it into useful information, conducting pre-diagnosis and providing, when necessary, alert signs to the medical staff. Conclusions: The use of fuzzy logic turned to the medical area can be very useful if seen as a tool to assist specialists in this area. This paper presented a fuzzy model able to monitor and classify the condition of the vital signs of hospitalized patients, sending alerts according to the pre-diagnosis done helping the medical diagnosis.
引用
收藏
页数:17
相关论文
共 50 条
  • [1] A fuzzy model for processing and monitoring vital signs in ICU patients
    Cicília RM Leite
    Gláucia RA Sizilio
    Adrião DD Neto
    Ricardo AM Valentim
    Ana MG Guerreiro
    [J]. BioMedical Engineering OnLine, 10
  • [2] Vital signs monitoring using fuzzy logic rules
    Khorozov, Oleg A.
    Krak, Iurii V.
    Kasianiuk, Veda S.
    Szatkowska, Malgorzata
    Begaliyeva, Kalamkas
    [J]. PHOTONICS APPLICATIONS IN ASTRONOMY, COMMUNICATIONS, INDUSTRY, AND HIGH-ENERGY PHYSICS EXPERIMENTS 2018, 2018, 10808
  • [3] Observations and vital signs: ritual or vital for the monitoring of postoperative patients?
    Zeitz, Kathryn
    McCutcheon, Helen
    [J]. APPLIED NURSING RESEARCH, 2006, 19 (04) : 204 - 211
  • [4] Prediction of Septic Shock Onset in ICU by Instantaneous Monitoring of Vital Signs
    Mollura, Maximiliano
    Romano, Stefano
    Mantoan, Giulio
    Lehman, Li-wei
    Barbieri, Riccardo
    [J]. 42ND ANNUAL INTERNATIONAL CONFERENCES OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY: ENABLING INNOVATIVE TECHNOLOGIES FOR GLOBAL HEALTHCARE EMBC'20, 2020, : 2768 - 2771
  • [5] Sensing Devices and Sensor Signal Processing for Remote Monitoring of Vital Signs in CHF Patients
    Fanucci, Luca
    Saponara, Sergio
    Bacchillone, Tony
    Donati, Massimiliano
    Barba, Pierluigi
    Sanchez-Tato, Isabel
    Carmona, Cristina
    [J]. IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2013, 62 (03) : 553 - 569
  • [6] Vital Signs Prediction for COVID-19 Patients in ICU
    Amer, Ahmed Youssef Ali
    Wouters, Femke
    Vranken, Julie
    Dreesen, Pauline
    de Korte-de Boer, Dianne
    van Rosmalen, Frank
    van Bussel, Bas C. T.
    Smit-Fun, Valerie
    Duflot, Patrick
    Guiot, Julien
    van der Horst, Iwan C. C.
    Mesotten, Dieter
    Vandervoort, Pieter
    Aerts, Jean-Marie
    Vanrumste, Bart
    [J]. SENSORS, 2021, 21 (23)
  • [7] Wearable Vital Signs Monitoring for Patients With Asthma: A Review
    Taylor, Lucy
    Ding, Xiaorong
    Clifton, David
    Lu, Huiqi
    [J]. IEEE SENSORS JOURNAL, 2023, 23 (03) : 1734 - 1751
  • [8] Effect of Haloperidol on Sedation Scores and Vital Signs in Ventilated ICU Patients
    Liberman, R.
    Daroowalla, F. M.
    Baram, D.
    Smaldone, G. C.
    Richman, P. S.
    [J]. AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2009, 179
  • [9] Fuzzy-NNARX based Tool for Monitoring and Predicting Patients Conditions using Selected Vital Signs
    Vallejos de Schatz, Cecilia H.
    Schneider, Fabio K.
    Abatti, Paulo J.
    Nievola, Julio C.
    [J]. INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2015, 15 (01): : 113 - 122
  • [10] Contactless Vital Signs Monitoring
    King, Paul H.
    Wang, Wenjin
    Wang, Xuyu
    [J]. IEEE PULSE, 2022, 13 (06) : 39 - 40