Literature DB >> 32399316

A Data-Driven Simulator for the Strategic Positioning of Aerial Ambulance Drones Reaching Out-of-Hospital Cardiac Arrests: A Genetic Algorithmic Approach.

Conor Mackle1, Raymond Bond1, Hannah Torney1,2, Ronan Mcbride3, James Mclaughlin4, Dewar Finlay4, Pardis Biglarbeigi4, Rob Brisk5, Adam Harvey2, David Mceneaney3.   

Abstract

OBJECTIVE: The Internet of Things provide solutions for many societal challenges including the use of unmanned aerial vehicles to assist in emergency situations that are out of immediate reach for traditional emergency services. Out of hospital cardiac arrest (OHCA) can result in death with less than 50% of victims receiving the necessary emergency care on time. The aim of this study is to link real world heterogenous datasets to build a system to determine the difference in emergency response times when having aerial ambulance drones available compared to response times when depending solely on traditional ambulance services and lay rescuers who would use nearby publicly accessible defibrillators to treat OHCA victims.
METHOD: The system uses the geolocations of public accessible defibrillators and ambulance services along with the times when people are likely to have a cardiac arrest to calculate response times. For comparison, a Genetic Algorithm has been developed to determine the strategic number and positions of drone bases to optimize OHCA emergency response times.
CONCLUSION: Implementation of a nationwide aerial drone network may see significant improvements in overall emergency response times for OHCA incidents. However, the expense of implementation must be considered.

Entities:  

Keywords:  AED; OHCA; UAV; ambulance drone

Year:  2020        PMID: 32399316      PMCID: PMC7210790          DOI: 10.1109/JTEHM.2020.2987008

Source DB:  PubMed          Journal:  IEEE J Transl Eng Health Med        ISSN: 2168-2372            Impact factor:   3.316


  8 in total

1.  The role of bystanders, first responders, and emergency medical service providers in timely defibrillation and related outcomes after out-of-hospital cardiac arrest: Results from a statewide registry.

Authors:  Carolina Malta Hansen; Kristian Kragholm; Christopher B Granger; David A Pearson; Clark Tyson; Lisa Monk; Claire Corbett; R Darrell Nelson; Matthew E Dupre; Emil L Fosbøl; Benjamin Strauss; Christopher B Fordyce; Bryan McNally; James G Jollis
Journal:  Resuscitation       Date:  2015-09-16       Impact factor: 5.262

2.  New signs to encourage the use of Automated External Defibrillators by the lay public.

Authors:  Christopher M Smith; Michael C Colquhoun; Marc Samuels; Mark Hodson; Sarah Mitchell; Judy O'Sullivan
Journal:  Resuscitation       Date:  2017-03-18       Impact factor: 5.262

3.  The drone ambulance [A-UAS]: golden bullet or just a blank?

Authors:  P Van de Voorde; S Gautama; A Momont; C M Ionescu; P De Paepe; N Fraeyman
Journal:  Resuscitation       Date:  2017-05-06       Impact factor: 5.262

4.  Improving Temporal Trends in Survival and Neurological Outcomes After Out-of-Hospital Cardiac Arrest.

Authors:  Jason E Buick; Ian R Drennan; Damon C Scales; Steven C Brooks; Adams Byers; Sheldon Cheskes; Katie N Dainty; Michael Feldman; P Richard Verbeek; Cathy Zhan; Alex Kiss; Laurie J Morrison; Steve Lin
Journal:  Circ Cardiovasc Qual Outcomes       Date:  2018-01

5.  Predicting survival from out-of-hospital cardiac arrest: a multivariate analysis.

Authors:  C F Weston; R J Wilson; S D Jones
Journal:  Resuscitation       Date:  1997-02       Impact factor: 5.262

6.  Outcomes of rapid defibrillation by security officers after cardiac arrest in casinos.

Authors:  T D Valenzuela; D J Roe; G Nichol; L L Clark; D W Spaite; R G Hardman
Journal:  N Engl J Med       Date:  2000-10-26       Impact factor: 91.245

7.  The Case for Drone-assisted Emergency Response to Cardiac Arrest: An Optimized Statewide Deployment Approach.

Authors:  Brittany M Bogle; Wayne D Rosamond; Kyle T Snyder; Jessica K Zègre-Hemsey
Journal:  N C Med J       Date:  2019 Jul-Aug

8.  The UK Out of Hospital Cardiac Arrest Outcome (OHCAO) project.

Authors:  Gavin D Perkins; Samantha J Brace-McDonnell
Journal:  BMJ Open       Date:  2015-10-01       Impact factor: 2.692

  8 in total
  3 in total

Review 1.  Impact of Using Drones in Emergency Medicine: What Does the Future Hold?

Authors:  Anna M Johnson; Christopher J Cunningham; Evan Arnold; Wayne D Rosamond; Jessica K Zègre-Hemsey
Journal:  Open Access Emerg Med       Date:  2021-11-16

2.  A simulation study of drone delivery of Automated External Defibrillator (AED) in Out of Hospital Cardiac Arrest (OHCA) in the UK.

Authors:  Nigel Rees; Jeremy Howitt; Nigel Breyley; Phil Geoghegan; Carl Powel
Journal:  PLoS One       Date:  2021-11-15       Impact factor: 3.240

Review 3.  The Role of Drones in Out-of-Hospital Cardiac Arrest: A Scoping Review.

Authors:  Joseph Chun Liang Lim; Nicole Loh; Hsin Hui Lam; Jin Wee Lee; Nan Liu; Jun Wei Yeo; Andrew Fu Wah Ho
Journal:  J Clin Med       Date:  2022-09-28       Impact factor: 4.964

  3 in total

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