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Implementing an Intelligent Alarm System in Intensive Care Units
KTH, School of Technology and Health (STH).
KTH, School of Technology and Health (STH).
2016 (English)Independent thesis Advanced level (degree of Master (Two Years)), 20 credits / 30 HE creditsStudent thesis
Abstract [en]

Today’s intensive care units monitor patients through the use of various medical devices, which generate a high ratio of false positive alarms due to a low alarm specificity. The false alarms have resulted in a stressful working environment for healthcare professionals that are getting more desensitized to triggered alarms and causing alarm fatigue. The patient safety is also compromised by having high noise levels in the patient room, which disturbs their sleep. This thesis has developed an intelligent alarm system with an improved alarm management and the use of 23 intelligent algorithms to minimize the number of false positive alarms. The suggested system is capable of improving the alarm situation and increasing the patient safety in critical care. The algorithms were modeled with fuzzy logics consisting of delays and multi parameter validation. The results were iteratively developed by having focus groups with various experts.

Place, publisher, year, edition, pages
2016. , 133 p.
Series
TRITA-STH, 2016:83
Keyword [en]
ICU, false alarms, alarm fatigue, intelligent alarm, smart alarm, fuzzy logic, delay, cross-check
National Category
Medical Engineering
Identifiers
URN: urn:nbn:se:kth:diva-189536OAI: oai:DiVA.org:kth-189536DiVA: diva2:946707
External cooperation
Maquet Critical Care
Subject / course
Medical Engineering
Educational program
Master of Science - Medical Engineering
Supervisors
Examiners
Available from: 2016-07-06 Created: 2016-07-05 Last updated: 2016-07-06Bibliographically approved

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Kilinc_Ghattas_MasterThesis(3797 kB)298 downloads
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Type fulltextMimetype application/pdf

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CiteExportLink to record
Permanent link

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Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf