Deep neural networks for ECG-based pulse detection during out-of-hospital cardiac arrest

A Elola, E Aramendi, U Irusta, A Picón, E Alonso… - Entropy, 2019 - mdpi.com
The automatic detection of pulse during out-of-hospital cardiac arrest (OHCA) is necessary
for the early recognition of the arrest and the detection of return of spontaneous circulation …

ECG-based classification of resuscitation cardiac rhythms for retrospective data analysis

AB Rad, T Eftestøl, K Engan, U Irusta… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
Objective: There is a need to monitor the heart rhythm in resuscitation to improve treatment
quality. Resuscitation rhythms are categorized into: ventricular tachycardia (VT), ventricular …

Rhythm analysis during cardiopulmonary resuscitation using convolutional neural networks

I Isasi, U Irusta, E Aramendi, T Eftestøl… - Entropy, 2020 - mdpi.com
Chest compressions during cardiopulmonary resuscitation (CPR) induce artifacts in the ECG
that may provoque inaccurate rhythm classification by the algorithm of the defibrillator. The …

Effect of the Cardio First Angel™ device on CPR indices: a randomized controlled clinical trial

A Vahedian-Azimi, M Hajiesmaeili, A Amirsavadkouhi… - Critical Care, 2016 - Springer
Background A number of cardiopulmonary resuscitation (CPR) adjunct devices have been
developed to improve the consistency and quality of manual chest compressions. We …

Feedback on the rate and depth of chest compressions during cardiopulmonary resuscitation using only accelerometers

S Ruiz de Gauna, DM González-Otero, J Ruiz… - PloS one, 2016 - journals.plos.org
Background Quality of cardiopulmonary resuscitation (CPR) is key to increase survival from
cardiac arrest. Providing chest compressions with adequate rate and depth is difficult even …

Reliability and accuracy of the thoracic impedance signal for measuring cardiopulmonary resuscitation quality metrics

E Alonso, J Ruiz, E Aramendi, D González-Otero… - Resuscitation, 2015 - Elsevier
Aim To determine the accuracy and reliability of the thoracic impedance (TI) signal to assess
cardiopulmonary resuscitation (CPR) quality metrics. Methods A dataset of 63 out-of-hospital …

Capnography: A support tool for the detection of return of spontaneous circulation in out-of-hospital cardiac arrest

A Elola, E Aramendi, U Irusta, E Alonso, Y Lu… - Resuscitation, 2019 - Elsevier
Background Automated detection of return of spontaneous circulation (ROSC) is still an
unsolved problem during cardiac arrest. Current guidelines recommend the use of …

[HTML][HTML] Pulseless electrical activity in in-hospital cardiac arrest–A crossroad for decisions

A Norvik, E Unneland, D Bergum, DG Buckler… - Resuscitation, 2022 - Elsevier
Background PEA is often seen during resuscitation, either as the presenting clinical state in
cardiac arrest or as a secondary rhythm following transient return of spontaneous circulation …

Impedance-based ventilation detection and signal quality control during out-of-hospital cardiopulmonary resuscitation

X Jaureguibeitia, E Aramendi… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
Feedback on ventilation could help improve cardiopulmonary resuscitation quality and
survival from out-of-hospital cardiac arrest (OHCA). However, current technology that …

Quality of bystander cardiopulmonary resuscitation during real-life out-of-hospital cardiac arrest

T Gyllenborg, A Granfeldt, F Lippert, IS Riddervold… - Resuscitation, 2017 - Elsevier
Background Cardiopulmonary resuscitation (CPR) can increase survival in out-of-hospital
cardiac arrest (OHCA). However, little is known about bystander CPR quality in real-life …