Optimization of end-to-end convolutional neural networks for analysis of out-of-hospital cardiac arrest rhythms during cardiopulmonary resuscitation
I Jekova, V Krasteva - Sensors, 2021 - mdpi.com
High performance of the shock advisory analysis of the electrocardiogram (ECG) during
cardiopulmonary resuscitation (CPR) in out-of-hospital cardiac arrest (OHCA) is important …
cardiopulmonary resuscitation (CPR) in out-of-hospital cardiac arrest (OHCA) is important …
Transfer learning based deep network for signal restoration and rhythm analysis during cardiopulmonary resuscitation using only the ECG waveform
Y Gong, L Wei, S Yan, F Zuo, H Zhang, Y Li - Information Sciences, 2023 - Elsevier
Minimizing the interruption of cardiopulmonary resuscitation (CPR) is an important
technique to improve the survival of out-of-hospital cardiac arrest (OHCA) patients. Recent …
technique to improve the survival of out-of-hospital cardiac arrest (OHCA) patients. Recent …
Overview of Machine Learning and Deep Learning Approaches for Detecting Shockable Rhythms in AED in the Absence or Presence of CPR
Sudden Cardiac Arrest (SCA) is one of the leading causes of death worldwide. Therefore,
timely and accurate detection of such arrests and immediate defibrillation support for the …
timely and accurate detection of such arrests and immediate defibrillation support for the …
Deep Learning Strategy for Sliding ECG Analysis during Cardiopulmonary Resuscitation: Influence of the Hands-Off Time on Accuracy
V Krasteva, JP Didon, S Ménétré, I Jekova - Sensors, 2023 - mdpi.com
This study aims to present a novel deep learning algorithm for a sliding shock advisory
decision during cardiopulmonary resuscitation (CPR) and its performance evaluation as a …
decision during cardiopulmonary resuscitation (CPR) and its performance evaluation as a …
Enhancing the accuracy of shock advisory algorithms in automated external defibrillators during ongoing cardiopulmonary resuscitation using a deep convolutional …
S Hajeb-M, A Cascella, M Valentine… - Expert Systems with …, 2022 - Elsevier
Survival from out-of-hospital cardiac arrests (OHCA) depends on an accurate defibrillatory
shock decision during cardiopulmonary resuscitation (CPR). Since chest compressions …
shock decision during cardiopulmonary resuscitation (CPR). Since chest compressions …
Rhythm Analysis During Cardio-Pulmonary Resuscitation with Convolutional and Recurrent Neural Networks Using ECG and Optional Impedance Input
V Krasteva, I Jekova - The International Symposium on Bioinformatics and …, 2022 - Springer
Chest compressions (CC) during cardiopulmonary resuscitation (CPR) produce strong
artifacts in the electrocardiogram (ECG) via defi-pads. Heart rhythm can hardly be …
artifacts in the electrocardiogram (ECG) via defi-pads. Heart rhythm can hardly be …