This is a list of our publications in proceeding books of conferences in the field of biomedical signal processing applied to the treatment of out-of-hospital cardiac arrest.

 

2023

Methods for quantifying hypo and hyperventilation during resuscitation from out-of-hospital cardiac arrest. Henry Wang, Xabier Jaureguibeitia, Elisabete Aramendi, Erik Alonso, Ashish Panchal, Michelle Nassal, Graham Nichol, Tom Aufderheide, Mohamud R. Daya, Jestin Carlson, Ahamed Idris. Annual meeting of the National Association of Emergency Medicine Service Physicians (NAEMSP), Tampa, Florida, January 2023.

Finding the sweet spot of chest compression rate and fraction for Improved OHCA 72-hour survival. Jonathan R Powell, Michelle Nassal, Elisabete Aramendi, Xabier Jaureguibeitia, Erik Alonso, Ahamed H Idris, Ashish R Panchal, Henry Wang. Annual meeting of the National Association of Emergency Medicine Service Physicians (NAEMSP), Tampa, Florida, January 2023.

AMplitude Spectral Area (AMSA) is associated with one-year survival with good neurological outcome in out-of-hospital cardiac arrest. F. Gentile , S. Compagnoni , E. Baldi , R. Primi , S. Bendotti , A. Currao , E. Aramendi , I. Isasi , E. Contri , A. Palo , S. Savastano ESC congress, Amsterdam, August 2023.

Bag-Valve-Mask Ventilation and Survival from Out-of-Hospital Cardiac Arrest: A Multicenter Study. Ahamed H. Idris, Elisabete Aramendi Ecenarro, Brian Leroux, Xabier Jaureguibeitia, Betty Y. Yang, Sarah Shaver, Mary P. Chang, Tom Rea, Peter Kudenchuk, Jim Christenson, Christian Vaillancourt, Clifton W Callaway, David Salcido, Jonas Carson, Jennifer Blackwood and Henry E. Wang. AHA-Ress Philadephia, November 2023.

How Quickly Does Arterial Blood Pressure Recover After Pauses in Mechanical Chest Compressions in Humans With Out-of-Hospital Cardiac Arrest? Rose T Yin, Per Olav Berve, Tore Skaalhegg, Andoni Elola, Tyson G Taylor, Rob G Walker, Elisabete Aramendi, Fred W Chapman, Lars Wik. AHA-Ress Philadephia, November 2023.

Temporal Trends in End Tidal Capnography and Outcomes in Out of Hospital Cardiac Arrest. Michelle Nassal, Andoni Elola, Elisabete Aramendi, Xabier Jaureguibeitia, Ahamed Idris, Ashish R Panchal, Henry E Wang. AHA-Ress Philadephia, November 2023.

Classification of Cardiac Rhythms During Load-Distributing Band Cardiopulmonary Resuscitation. Andoni Elola, Iraia Isasi, Sara Entenza, Elisabete Aramendi, Lars Wik. Computing in Cardiology, Atlanta (USA), September 2023.

Predicting Neurological Recovery from Coma after Cardiac Arrest: The George B. Moody PhysioNet Challenge 2023. Matthew Reyna, Edilberto Amorim, Reza Sameni, James Weigle, Andoni Elola, Ali Bahrami Rad, Salman Seyedi, Hyeok Kwon, Wei-Long Zheng, Mohammad Ghassemi, Michael J Van Putten, Jeannette Hofmeijer, Nicolas Gaspard, Adithya Sivaraju, Susan Herman, Jong Lee, M Westover, Gari Clifford. Computing in Cardiology, Atlanta (USA), September 2023.

A Convolutional Neural Network Approach for Interpreting Cardiac Rhythms During Resuscitation of Patients in Cardiac Arrest. Trygve Eftestøl, Mari Hognestad, Sander Søndeland, Ali Bahrami Rad, Elisabete Aramendi, Lars Wik, Jo Kramer-Johansen. Computing in Cardiology, Atlanta (USA), September 2023.

Análisis wavelet de la señal de oximetría cerebral para el cálculo de la frecuencia de las compresiones del masaje de resucitación cardiopulmonar. Amaia Sanz, Erik Alonso, Iraia Isasi, Andima Larrea, Ruth Salaberria, Elisabete Aramendi. CASEIB2023, Cartagena, November 2023.

 

2022

Airway Strategy and Ventilation Rates in the Pragmatic Airway Resuscitation Trial. Henry Wang, Xabier Jaureguibeitia, Elisabete Aramendi, Michelle Nassal, Ashish Panchal, Graham Nichol, Mohammud Daya, Matthew Hansen, Tom Aufderheide, Jestin Carlson, Dhimitri Nikolla, Robert Schmicker, Shannon Stephens, Unai Irusta, Erik Alonso, Ahamed Idris. Annual meeting of the National Association of Emergency Medicine Service Physicians (NAEMSP), San Diego, California, January 2022.

Adaptive filtering methods for ECG waveform restoration during cardiopulmonary resuscitation. Alvaro Iza, Andoni Elola, Iraia Isasi, Elisabete Aramendi, Trygve Eftestøl, Jo Kramer Johansen, Lars Wik. Computing in Cardiology (Cinc), Tampere, Finland, September 2022.

Automated algorithm for QRS detection during pulseless electrical activity in cardiac arrest patients. Jon Urteaga, Andoni Elola, Elisabete Aramendi, Anders Norvik, Eirik Unneland, Eirik Skogvoll. Computing in Cardiology (Cinc), Tampere, Finland, September 2022.

Heart murmur detection from phonocardiogram recordings: The George B. Moody PhysioNet challenge 2022. Matthew Reyna1, Yashar Kiarashinejad, Andoni Elola, Jorge Oliveira, Francesco Renna, Annie Gu, Nadi Sadr, Erick Andres Perez Alday, Ashish Sharma, Sandra Mattos, Miguel Coimbra, Reza Sameni, Ali Bahrami Rad, Gari Clifford. Computing in Cardiology (Cinc), Tampere, Finland, September 2022. 

Lung inflation occurs infrequently in most patients during 30: 2 CPR with bag-valve-mask ventilation. Ahamed H Idris, Elisabete Aramendi, Brian Leroux, Xabier Jaureguibeitia, Sarah Shaver, Peter J Kudenchuk, Thomas Rea, Jim Christenson, Mary Chang, Christian Vaillancourt, Jennifer E Blackwood, David D Salcido, Clifton W Callaway, Pamela Owens, Henry Wang. American Heart Association Resuscitation Science Symposium, Chicago, Illinois, November 2022.

Association of ventricular fibrillation instantaneous amplitude at Time of defibrillation with resuscitation outcome. Xabier Jaureguibeitia, Heemun Kwok, Jason Coult, Jennifer E Blackwood, Peter J Kudenchuk, Thomas Rea. American Heart Association Resuscitation Science Symposium, Chicago, Illinois, November 2022. 

Efficacy of thoracic impedance for ventilation detection during continuous chest compressions. Xabier Jaureguibeitia, Elisabete Aramendi, Ahamed H Idris, Henry Wang. American Heart Association Resuscitation Science Symposium, Chicago, Illinois, November 2022.

Finding the sweet spot of chest compression rate and fraction for Improved OHCA 72-hour survival. Jonathan R Powell, Michelle Nassal, Elisabete Aramendi, Xabier Jaureguibeitia, Erik Alonso, Ahamed H Idris, Ashish R Panchal, Henry Wang. American Heart Association Resuscitation Science Symposium, Chicago, Illinois, November 2022.

Cerebral oximetry shows the cardiopulmonary resuscitation leading to return of spontaneous sirculation. Ruth Salaberria, Andima Larrea Redin, Elisabete Aramendi, Zoraida Cabezas, Edurne M Mugica, Ander Arnedo. American Heart Association Resuscitation Science Symposium, Chicago, Illinois, November 2022.

The prediction of pulseless electrical activity evolution during in-hospital cardiac arrest using machine learning. Jon Urteaga, Elisabete Aramendi, Andoni Elola, Anders Norvik, Eirik Unneland, Abhishek Bhardwaj, David Buckler, Benjamin Abella, Eirik Skogvoll. American Heart Association Resuscitation Science Symposium, Chicago, Illinois, November 2022. 

Heart rate and QRS duration predict immediate outcome in pulseless electrical activity (PEA) during in-hospital cardiac arrest (IHCA). Anders Norvik, Gunnar W Skjeflo, Eirik Unneland, Daniel Bergum, David Buckler, Abhishek Bhardwaj, Trygve Eftestol, Elisabete Aramendi, Trond Nordseth, Benjamin Abella, Jan Terje Kvaloy, Eirik Skogvoll. American Heart Association Resuscitation Science Symposium, Chicago, Illinois, November 2022.

Detección automática de complejos QRS en pacientes con actividad eléctrica sin pulso durante la parada cardiorrespiratoria. Jon Urteaga, Andoni Elola, Elisabete Aramendi, Daniel Herráez, Anders Norvik, Eirik Unneland, Eirik Skogvoll. XL Congreso Anual de la Sociedad Española de Ingeniería Biomédica, Valladolid, España, Noviembre 2022.

Métodos de filtrado adaptativo para la restauración de la forma de onda del ECG durante la reanimación cardiopulmonar. Alvaro Iza, Andoni Elola, Iraia Isasi, Erik Alonso, Elisabete Aramendi. XL Congreso Anual de la Sociedad Española de Ingeniería Biomédica, Valladolid, España, Noviembre 2022.

Segmentación de la capnografía durante la resucitación cardiopulmonar mediante el uso de redes neuronales. Andoni Elola, Elisabete Aramendi, Xabier Jaureguibeitia. XL Congreso Anual de la Sociedad Española de Ingeniería Biomédica, Valladolid, España, Noviembre 2022.

Aprendizaje profundo para la segmentación de ventilaciones en impedancia durante la resucitación cardiopulmonar. Xabier Jaureguibeitia, Elisabete Aramendi, Henry Wang, Ahamed H Idris. XL Congreso Anual de la Sociedad Española de Ingeniería Biomédica, Valladolid, España, Noviembre 2022.

 

2021

Deriving ventilation rate from the electrocardiogram during out-of-hospital airway management. Erik Alonso, Elisabete Aramendi, Unai Irusta, Robert Walker, Lynne White, Matthew Hansen. Annual meeting of the National Association of Emergency Medicine Service Physicians (NAEMSP), ONLINE, January 2021.

Effect of Airway Strategy Upon Chest Compression Quality in the Pragmatic Airway Resuscitation Trial. Henry Wang, Xabier Jaureguibeitia, Ahamed Idris, Unai Irusta, Erik Alonso, Tom Aufderheide, Matthew Hansen, Ryan Huebinger, Robert Schmicker, Jestin Carlson, Riccardo Colella, Jeffrey Jarvis, Richard Gordon, Robert Suchting, Elisabete Aramendi. Annual meeting of the National Association of Emergency Medicine Service Physicians (NAEMSP), ONLINE, January 2021.

Amiodarone and amplitude spectral area of ventricular fibrillation in patients with out-of-hospital cardiac arrest. Francesca Romana Gentile, Sara Compagnoni, Enrico Baldi, Elisabete Aramendi, Roberto Primi, Sara Bendotti, Alessia Currao, Enrico Contri, Alessandra Palo, Simone Savastano. European Society of Cardiology Congress, ONLINE, August 2021.

A Machine-Learning based Pulse Detection Algorithm for Use during Cardiopulmonary Resuscitation. Iraia Isasi, Erik Alonso, Unai Irusta, Elisabete Aramendi, Morteza Zabihi, Ali Bahrami Rad, Trygve Eftestøl, Jo Kramer-Johansen, Lars Wik. Computing in Cardiology (Cinc), Brno, Czech Republic, September 2021.

Recurrent Neural Networks to Predict the Outcome of Subsequent Defibrillation Shocks in Cardiac Arrest. Xabier Jaureguibeitia, Unai Irusta, Elisabete Aramendi, Gorka Zubia Garea, Giuseppe Ristagno. Computing in Cardiology (Cinc), Brno, Czech Republic, September 2021.

Automated detection of pulse using continuous invasive arterial blood pressure in patients during cardiopulmonary resuscitation. Jon Urteaga, Andoni Elola, Elisabete Aramendi, Unai Irusta, Per Olav Berve, Lars Wik. Computing in Cardiology (Cinc), Brno, Czech Republic, September 2021.

Will Two Do? Varying Dimensions in Electrocardiography: the PhysioNet/Computing in Cardiology Challenge 2021. Matthew Reyna, Nadi Sadr, Erick Perez Alday, Annie Gu, Amit Shah, Chad Robichaux, Ali Rad, Andoni Elola, Salman Seyedi, Sardar Ansari, Hamid Ghanbari, Qiao Li, Ashish Sharma, Gari Clifford. Computing in Cardiology (Cinc), Brno, Czech Republic, September 2021.

Procesamiento de señal e inteligencia artificial para los retos de monitorización en la parada cardiorrespiratoria extrahospitalaria. Elisabeta Aramendi. Programa Ingeniería Biomédica en Cardiología (SEC), Zaragoza, Spain, October 2021.

Thoracic Bioimpedance Ventilation Waveforms: Increased Amplitude with Larger Tidal Volume and Female Sex. Sarah Shaver, Amanda Gonzalez, Mary Chang, James Manley, Elisabete Aramendi, Ahamed Idris. American Heart Association (AHA) conference, ONLINE, November 2021.

Outcomes of Primary and Secondary Pulseless Electrical Activity During In-Hospital Cardiac Arrest. Eirik Unneland, Anders Norvik, Shaun McGovern, David Buckler, Unai Irusta, Abhishek Bhardwaj, Elisabete Aramendi, Trond Nordseth, Benjamin Abella, Dana P Edelson, Jan Terje Kvaloy, Eirik Skogvoll. American Heart Association (AHA) conference, ONLINE, November 2021.

Novel Application of Thoracic Impedance to Characterize Ventilations During Cardiopulmonary Resuscitation in the Pragmatic Airway Resuscitation Trial. Michelle Nassal, Xabier Jaureguibeitia, Elisabete Aramendi, Unai Irusta, Ashish R Panchal, Henry Wang, Ahamed Idris. American Heart Association (AHA) conference, ONLINE, November 2021.

Método para la caracterización de la señal de presión arterial invasiva continua durante la reanimación cardiopulmonar. Jon Urteaga, Andoni Elola, Elisabete Aramendi, Per Olav Berve, Lars Wik. Congreso anual de la Sociedad Española de Ingeniería Biomédica (CASEIB), ONLINE, November 2021.

 

2020

Multimodal Biosignal Analysis Algorithm for the Classification of Resuscitation Cardiac Rhythms. Haizea Lasa, Unai Irusta, Trygve Eftestøl, Elisabete Aramendi, Ali Bahrami Rad, Jo Kramer-Johansen, Lars Wik. Computing in Cardiology (Cinc), Rimini, Italy, September 2020.

A Method to Detect Pauses for Ventilation During Cardiopulmonary Resuscitation Using the Thoracic Impedance. Enrique Rueda, Elisabete Aramendi, Unai Irusta, Ahamed Idris. Computing in Cardiology (Cinc), Rimini, Italy, September 2020.

Stationary Wavelet Transform for Extraction of the Impedance Circulation Component During Out-of-hospital Cardiac Arrest. Iraia Isasi, Erik Alonso, Unai Irusta, Elisabete Aramendi, Mohamud Daya. Computing in Cardiology (Cinc), Rimini, Italy, September 2020.

A Probabilistic Function to Model the Relationship between Quality of Chest Compressions and the Physiological Response for Patients in Cardiac Arrest. Trygve Eftestøl, Svein Erik Stokka, Jan Terje Kvaløy, Ali Bahrami Rad, Unai Irusta, Elisabete Aramendi, Erik Alonso, Trond Nordseth, Eirik Skogvoll, Lars Wik, Jo Kramer-Johansen. Computing in Cardiology (Cinc), Rimini, Italy, September 2020.

Detection of shockable rhythms using convolutional neural networks during chest compressions provided by a load distributing band. Iraia Isasi, Unai Irusta, Elisabete Aramendi, Jan-Åge Olsen, Lars Wik. Computing in Cardiology (Cinc), Rimini, Italy, September 2020.

An Impedance-based Algorithm to Detect Ventilations during Cardiopulmonary Resuscitation. Xabier Jaureguibeitia, Unai Irusta, Elisabete Aramendi, Henry Wang, Ahamed Idris. Computing in Cardiology (Cinc), Rimini, Italy, September 2020.

Multicenter Evaluation of Etiology and Observed Transition Intensities Between Pulseless Electrical Activity and Return of Spontaneous Circulation. Eirik Unneland, Anders Norvik, Shaun K. McGovern, David G. Buckler, Unai Irusta, Abhishek Bhardwaj, Elisabete Aramendi, Trond Nordseth, Benjamin S. Abella, Dana P Edelson, Jan Terje Kvaløy, Eirik Skogvoll. American Heart Association (AHA) conference, ONLINE, November 2020.

Thoracic Impedance Reflects Differences Between Endotracheal and Laryngeal Advanced Airway During Mechanical Chest Compressions. Xabier Jaureguibeitia, Elisabete Aramendi, Unai Irusta, Ahamed Idris, Henry Wang. American Heart Association (AHA) conference, ONLINE, November 2020.

Effect of Airway Strategy Upon Chest Compression Quality in the Pragmatic Airway Resuscitation Trial. Henry Wang, Xabier Jaureguibeitia, Ahamed Idris, Unai Irusta, Erik Alonso, Tom Aufderheide, Matthew Hansen, Ryan Huebinger, Robert Schmicker, Jestin Carlson, Riccardo Colella, Jeffrey Jarvis, Richard Gordon, Robert Suchting, Elisabete Aramendi. American Heart Association (AHA) conference, ONLINE, November 2020.

Looking Back to Glance Ahead: The Impact of Last Minute's Qrs Width & Frequency in Pulseless Electrical Activity. Anders Norvik, Eirik Unneland, Gunnar W Skjeflo, David Buckler, Unai Irusta, Elisabete Aramendi, Trygve Eftestol, Benjamin Abella, Daniel Bergum, Jan P Loennechen, Jan Terje Kvaloy, Eirik Skogvoll. American Heart Association (AHA) conference, ONLINE, November 2020.

Automated Detection of Patients with Return of Spontaneous Circulation in the Retrospective Analysis of Resuscitation Episodes. Andoni Elola, Elisabete Aramendi, Unai Irusta, Henry Wang, Ahamed Idris. American Heart Association (AHA) conference, ONLINE, November 2020.

Using Defibrillator Bioimpedance Waveforms to Measure Ventilation During Continuous Chest Compression CPR. Teresa Gordon, Enrique Rueda, Elisabete Aramendi, Unai Irusta, Pamela Owens, Ahamed Idris. American Heart Association (AHA) conference, ONLINE, November 2020.

Transformada wavelet estacionaria y redes neuronales para la detección de pulso en episodios de parada cardiorrespiratoria. Erik Alonso, Unai Irusta, Elisabete Aramendi, Mohamud Daya. Congreso anual de la Sociedad Española de Ingeniería Biomédica (CASEIB), ONLINE, November 2020.

Algoritmo multietapa para la detección de ventilaciones en la impedancia torácica durante la resucitación cardiopulmonar. Xabier Jaureguibeitia, Unai Irusta, Elisabete Aramendi, Henry Wang, Ahamed Idris. Congreso anual de la Sociedad Española de Ingeniería Biomédica (CASEIB), ONLINE, November 2020.

Aprendizaje máquina para la predicción del éxito de la desfibrilación mediante el análisis de la forma de onda de la fibrilación ventricular. Gorka Zubia, Xabier Jaureguibeitia, Unai Irusta, Elisabete Aramendi. Congreso anual de la Sociedad Española de Ingeniería Biomédica (CASEIB), ONLINE, November 2020.

Modelo predictivo del retorno de circulación espontánea en la parada cardiorrespiratoria utilizando el ECG y la impedancia torácica. Jon Urteaga, Elisabete Aramendi, Andoni Elola, Unai Irusta. Congreso anual de la Sociedad Española de Ingeniería Biomédica (CASEIB), ONLINE, November 2020.

 

2019 

ECG-based Random Forest Classifier for Cardiac Arrest Rhythms. E Manibardo, U Irusta, J Del Ser, E Aramendi, I Isasi, M Olabarria, C Corcuera, J Veintemillas, A Larrea. 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Berlin, July 2019.

Convolutional Recurrent Neural Networks to Characterize the Circulation Component in the Thoracic Impedance during Out-of-Hospital Cardiac Arrest. A Elola, E Aramendi, U Irusta, A Picón, E Alonso, I Isasi, A Idris. 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Berlin, July 2019.

A Robust Machine Learning Architecture for a Reliable ECG Rhythm Analysis during CPR. I Isasi, U Irusta, A Elola, E Aramendi, T Eftestøl, J Kramer-Johansen, L Wik. 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Berlin, July 2019.

Impedance Based Automatic Detection of Ventilations During Mechanical Cardiopulmonary Resuscitation. X Jaureguibeitia, U Irusta, E Aramendi, E Alonso, P Owens, H Wang, A Idris. 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Berlin, July 2019.

Physiological effects of adrenaline in human cardiac arrest from PEA - a pilot study. Bakke M, Borgen A, Norvik A, Waage Skjeflo G, Irusta U, Tannvik T, Bergum D, Aramendi E, Eftestøl T, Skogvoll E. American Heart Association (AHA) conference, Philadelphia, Pennsylvania, November 2019.

Using The Thoracic Impedance To Predict Measures From Invasive Arterial Blood Pressure In Out-of-hospital Cardiac Arrest, A Elola, E Aramendi, U Irusta, PO Berve, F Arnwald, L Wik, F W Chapman. American Heart Association (AHA) conference, Philadelphia, Pennsylvania, November 2019.

Machine Learning Techniques To Predict Cardiac Re-arrest In Out-of-hospital Setting. A Elola, E Aramendi, U Irusta, N Amezaga, J Urteaga, P Owens, AH Idris. American Heart Association (AHA) conference, Philadelphia, Pennsylvania, November 2019.

A Machine-learning-based shock advice algorithm for reliable rhythm diagnosis during out-of-hospital cardiac arrest. E Alonso, U Irusta, E Aramendi, B Chicote, D Alonso, C Corcuera, J Veintemillas, A Larrea, M Olabarria. American Heart Association (AHA) conference, Philadelphia, Pennsylvania, November 2019.

A machine learning algorithm for detecting pulse during out-of-hospital cardiac arrest. E Alonso, E Aramendi, U Irusta, M Daya, American Heart Association (AHA) conference, Philadelphia, Pennsylvania, November 2019.

Software Annotation of Defibrillator Files: Ready for Prime Time? V Gupta , R Schmicker , P Owens, E Aramendi, A Idris. American Heart Association (AHA) conference, Philadelphia, Pennsylvania, November 2019.

Cerebral oximetry to identify return of spontaneous circulation in patients treated with manual or mechanical chest compressions. R Salaberria, a Larrea, Leyre Amas, F Zubia, MB Zubero, D Alonso, U Irusta, E Aramendi. American Heart Association (AHA) conference, Philadelphia, Pennsylvania, November 2019.

Automatic detection of ventilations using the thoracic impedance during piston driven chest compressions, X Jaureguibeitia, U Irusta, E Aramendi, P Owens, HE Wang, AHA Idris. American Heart Association (AHA) conference, Philadelphia, Pennsylvania, November 2019.

Ventricular fibrillation amplitude spectral area and end-tidal carbon dioxide for shock success and ROSC prediction. Two sides of the same coin? S Savastano, E Baldi, B Chicote, E Aramendi, E Cacciatore, U Irusta, A Palo, G Iotti, et al. Resuscitation, Vol. 142, e7. European Resuscitation Congress (ERC) 2019, Ljubljana, Slovenia, September 2019.

Deep learning approach for a shock advise algorithm using short electrocardiogram analysis intervals. U Irusta, E Aramendi, B Chicote, D Alonso, C Corcuera, J Veintemillas, A Larrea, M Olabarria. Resuscitation, Vol. 142, e85. European Resuscitation Congress (ERC) 2019, Ljubljana, Slovenia, September 2019.

Haemoglobin concentration measured by high time resolution cerebral oximetry can monitor chest compression frequency in out-of-hospital cardiac arrest. A Larrea, R Salaberria, L Amas, D Alonso, U Blanco, J Casas, A Andonegui, I Garmendia, E Aramendi, U Irusta. Resuscitation, Vol. 142, e85–e86. European Resuscitation Congress (ERC) 2019, Ljubljana, Slovenia, September 2019.

Cerebral oximetry vs capnography to monitor chest compressions and return of spontaneous circulation in out-of-hospital cardiac arrest. R Salaberria, A Larrea, L Amas, D Alonso, N Etxeberria, I Egibar, E Mugica, I Totorika, A Lopez, I Huerta, E Gamboa, U Irusta, E Aramendi. Resuscitation, Vol. 142, e88–e89. European Resuscitation Congress (ERC) 2019, Ljubljana, Slovenia, September 2019.

Monitorización de la parada cardiorrespiratoria mediante oximetría cerebral de alta resolución temporal. A Larrea, U Irusta, D Alonso, AM Sierra, J Rollan, MB Zubero. 3er Congreso Nacional del CERP, Madrid, November 2019. 

Oximetría cerebral para monitorizar la efectividad de las compresiones en la RCP extrahospitalaria. R Salaberria, E Aramendi, D Alonso, L Amas, N Etxeberria, F Zubia. 3er Congreso Nacional del CERP, Madrid, November 2019.  

Análisis de la Variabilidad del Ritmo Cardiaco para la Predicción de la Parada Cardiaca Extrahospitalaria Recurrente. Andoni Elola, Enrique Rueda, Naroa Amezaga, Elisabete Aramendi and Unai Irusta. Congreso anual de la Sociedad Española de Ingeniería Biomédica (CASEIB), Santander, Spain, November 2019.

Diagnóstico del ritmo cardíaco durante la resucitación cardiopulmonar mediante técnicas de aprendizaje profundo. Iraia Isasi, Libe Lopez de Larruzea, Unai Irusta and Elisabete Aramendi. Congreso anual de la Sociedad Española de Ingeniería Biomédica (CASEIB), Santander, Spain, November 2019.

Algoritmo basado en redes neuronales recurrentes para la detección de ritmos desfibrilables. . Xabier Jaureguibeitia, Unai Irusta, Elisabete Aramendi, Beatriz Chicote Gutiérrez, Daniel Alonso, Carlos Corcuera, Jose Veintemillas, Andima Larrea and Mikel Olabarria. Congreso anual de la Sociedad Española de Ingeniería Biomédica (CASEIB), Santander, Spain, November 2019.

 

2018  

A hidden markov model approach for ventricular fibrillation detection. B. Altamira, E. Alonso, U. Irusta, E. Aramendi, M. Daya. Computing in Cardiology (Cinc), Maastricht, The Netherlands, September 2018.

Deep Learning for Pulse Detection in Out-of-Hospital Cardiac Arrest Using the ECG. A. Elola, E. Aramendi, U. Irusta, A. Picón, E. Alonso, P. Owens, A. Idris. Computing in Cardiology (Cinc), Maastricht, The Netherlands, September 2018.

Finger Photoplethysmography to Monitor Chest Compression Rate during Out-of-Hospital Cardiac Arrest. A. Elola, J. Urteaga, E. Aramendi, U. Irusta, E. Alonso, M. Daya, P. Owens, A. Idris. Computing in Cardiology (Cinc), Maastricht, The Netherlands, September 2018.

An Accurate Shock/No-Shock Decision Algorithm for use during Piston-Driven Chest Compressions.  Isasi, U. Irusta, E. Aramendi, U. Ayala, E. Alonso, J. Kramer-Johansen, T. Eftestøl. Computing in Cardiology (Cinc), Maastricht, The Netherlands, September 2018.

ECG rhythm analysis during manual chest compressions using an artefact removal filter and random forest classifiers. I. Isasi, A. B. Rad, U. Irusta, M. Zabihi, E. Aramendi, T. Eftestøl, J. Kramer-Johansen, L. Wik. Computing in Cardiology (Cinc), Maastricht, The Netherlands, September 2018.

A machine learning approach for detecting ventricular fibrillation during out-of-hospital cardiac arrest. E. Alonso, E. Aramendi, U. Irusta, M. Daya. European Resuscitation Congress (ERC) 2018, Bologna, Italy, September.

ECG characteristics of Pulseless Electrical Activity associated with Return of Spontaneous Circulation in Out-of-Hospital Cardiac Arrest. A. Elola, E. Aramendi, U. Irusta, E. Alonso, P. Owens, M. Chang, A. Idris. European Resuscitation Congress (ERC) 2018, Bologna, Italy, September 2018.

Feasibility of the finger photoplethysmography to give feedback on chest compression rate. J. Urteaga, A. Elola, E. Aramendi, U. Irusta, E. Alonso, M. Daya, P. Owens, M. Chang, A. Idris. European Resuscitation Congress (ERC) 2018, Bologna, Italy, September 2018.

A machine learning approach to model a probabilistic relationship between parameters reflecting quality of chest compressions and physiological response during out-of-hospital cardiopulmonary resuscitation. T. Eftestøl, S. E. Stokka, J. T. Kvaløy, A. B. Rad, U. Irusta, E. Aramendi, E. Alonso, T. Nordseth, E. Skogvoll, L. Wik, J. Kramer-Johansen. European Resuscitation Congress (ERC) 2018, Bologna, Italy, September 2018.

Characterization of the transthoracic impedance waveform fluctuations during controlled ventilation modes. P. O. Berve, U irusta, E. Aramendi, L. Wik. European Resuscitation Congress (ERC) 2018, Bologna, Italy, September 2018.

Removing mechanical chest compression artefacts induced by a load distributing band device from the ECG. I. Isasi, U Irusta, E. Aramendi, J.A. Olsen, L. Wik. European Resuscitation Congress (ERC) 2018, Bologna, Italy, September 2018.

Evaluation of the increase in cerebral oximeter saturation during out-of-hospital mechanicak chest compression sequences. R. Salaberria, A. Larrea, D. Alonso, E. Aramendi, U. Irusta, J.I. Ortega, E. Fernández-barrera, I. Virtus et al. European Resuscitation Congress (ERC) 2018, Bologna, Italy, September 2018.

Monitoring chest compression rate using cerebral oximetry. A. Larrea, R. Salaberria, D. Alonso, U. Irusta, E. Aramendi, I. Isasi, A.M. Lerma, M.J. García et al. European Resuscitation Congress (ERC) 2018, Bologna, Italy, September 2018.

Diferencias en la supervivencia a la parada cardíaca extrahospitalaria en zona urbana y no urbana. R. Salaberria, A. Larrea, E. Aramendi, U. Irusta, Z. Zabaleta, I. Eguibar. Congreso nacional de la Sociedad Española de Medicina de urgencias y Emergencias (SEMES), Toledo, Spain, June 2018.

Análisis del manejo de desfibriladores externos automáticos por ambulancias de soporte vital básico. A. Larrea, R. Salaberria,  E. Aramendi, U. Irusta, J. Cuenca, E. B. Sáiz. Congreso nacional de la Sociedad Española de Medicina de urgencias y Emergencias (SEMES), Toledo, Spain, June 2018.

Monitorización continua de la RCP extrahospitalaria mediante oximetría cerebral y capnografía. R. Salaberria,  E. Aramendi, D. Alonso, L. Amas, N. Etxebarria, F. Zubia. Congreso nacional del Consejo Español de RCP (CERP), Málaga, Spain, October 2018.

Frecuencia del masaje RCP a partir de medidas de variaciones de hemoglobina cerebral. A. Larrea, U. Irusta, D. Alonso, R. Salaberria, A. M. Sierra, J. Rollán, M. B. Zubero. Congreso nacional del Consejo Español de RCP (CERP), Málaga, Spain, October 2018.

Diagnóstico del ritmo cardíaco durante la resucitación cardiopulmonar administrada mediante una banda de distribución de carga. I. Isasi, U. Irusta, E. Aramendi, J.A. Olsen, L. Wik. Congreso anual de la Sociedad Española de Ingeniería Biomédica (CASEIB), Ciudad Real, Spain, November 2018.

Arquitecturas de aprendizaje profundo para la detección de pulso en la parada cardíaca extrahospitalaria utilizando el ECG. A. Elola, E. Aramendi, U. Irusta, A. Picón, E. Alonso. Congreso anual de la Sociedad Española de Ingeniería Biomédica (CASEIB), Ciudad Real, Spain, November 2018.

 

2017 

Removing Piston-driven Mechanical Chest Compression Artefacts from the ECG. Iraia Isasi, Unai Irusta, Elisabete Aramendi, Unai Ayala, Erik Alonso, Jo Kramer-Johansen, Trygve Eftestøl. Computing in Cardiology (Cinc), Rennes, France, 24-27 September 2017. 

Analysis of the end-tidal CO2 as shock outcome predictor in out-of-hospital cardiac arrest. Beatriz Chicote, Elisabete Aramendi, Unai Irusta, Erik Alonso, Andoni Elola, Pamela Owens, Ahamed Idris. European Resuscitation Congress, Freiburg, Germany, 28-30 September 2017. 

Challenges for clinicians in ECG based retrospective resuscitation rhythm annotation. Guillermo Galdos, Mikel Olabarria, Jose Veintemillas, Carlos Corcuera, Jose María Bastida, Andima Larrea, Daniel Alonso, Karlos Ibarguren, Beatriz Chicote, Elisabete Aramendi, Unai Irusta. European Resuscitation Congress, Freiburg, Germany, 28-30 September 2017. 

Characterization of the ECG compression artefact caused by the AutoPulse device. Iraia Isasi, Unai Irusta, Elisabete Aramendi, Jan Age, Lars Wik. European Resuscitation Congress, Freiburg, Germany, 28-30 September 2017. 

Assessment of the diagnoses of automated external defibrillators operated by basic life support personnel. Carlos Corcuera, Guillermo Galdos, Mikel Olabarria, Jose Veintemillas, Andima Larrea, Jose María Bastida, Karlos Ibarguren, Daniel Alonso, Beatriz Chicote, Elisabete Aramendi, Unai Irusta. European Resuscitation Congress, Freiburg, Germany, 28-30 September 2017. 

Ventilation is associated with increased survival during 30:2 cardiopulmonary resuscitation (CPR). Mary P Chang, Yuanzheng Lu, Elisabete Aramendi, Ahamed H Idris. American Heart Association (AHA) Scientific Sessions, Anaheim, California, 11-15 November 2017.

Automatic detection of ventilation waveforms from the bioimpedance signal during chest compression pauses. Elisabete Aramendi, Yuanzheng Lu, Mary P Chang, Andoni Elola, Unai Irusta, Ahamed H Idris. American Heart Association (AHA) Scientific Sessions, Anaheim, California, 11-15 November 2017.

Predicción del éxito de la desfibrilación mediante entropía difusa en términos de recuperación de ritmo cardíaco regular, pulso y supervivencia. B. Chicote Gutiérrez, U. Irusta Zarandona, E. Aramendi Ecenarro, K. Ibarguren Olalde, D. Alonso Moreno, J. Veintemillas Vidal, C. Corcuera Bergado, M. Vaqueriza Iturriza, F. Vicente Casanova. XXXV Congreso Anual de Ingeniería Biomédica (CASEIB), Bilbao, Spain,  29 November-1 December 2017.

Potencial de la señal de capnografía para la detección de pulso durante la resucitación cardiopulmonar. A. Elola Artano, E. Aramendi Ecenarro, U. Irusta Zarandona, I. Alvarez Testillano, E. Alonso González. XXXV Congreso Anual de Ingeniería Biomédica (CASEIB), Bilbao, Spain,  29 November-1 December 2017.

Solución Multietapa para Diagnóstico del Ritmo Cardíaco durante la Resucitación Cardiopulmonar. I. Isasi Liñero, U. Irusta Zarandona, E. Aramendi Ecenarro, U. Ayala Fernández, E. Alonso González. XXXV Congreso Anual de Ingeniería Biomédica (CASEIB), Bilbao, Spain,  29 November-1 December 2017.
Detección de fibrilación ventricular mediante técnicas de aprendizaje profundo.  A. Picon, U. Irusta, A. Alvarez-Gila, E. Aramendi, E. Garrote, U. Ayala, F. Alonso-Atienza, C. Figuera. XXXV Congreso Anual de Ingeniería Biomédica (CASEIB), Bilbao, Spain,  29 November-1 December 2017Diciembre 2017.

Contaje de mitosis en imágenes histológicas mediante redes neuronales convolucionales. J.P. Salado García, A. Picón Ruiz, A. Bereciartua Pérez, U. Irusta Zarandona. XXXV Congreso Anual de Ingeniería Biomédica (CASEIB), Bilbao, Spain,  29 November-1 December 2017Diciembre 2017.

 

2016

Nonlinear energy operators for defibrillation Shock Outcome Prediction. B Chicote, U Irusta, E Aramendi, I Isasi, D Alonso, F Vicente, M Sanchez. Computing in Cardiology (Cinc), Vancouver, Canada, 11-14 September 2016.

Monitoring the heart reate in cerebral oximetry signals. I Isasi, U Irusta, E Aramendi, G Peralta, E Alonso.  Computing in Cardiology (Cinc), Vancouver, Canada, 11-14 September 2016.

Cerebral oximetry versus pulse photopletismography to monitor respiration rate.  I Isasi, U Irusta, E Aramendi, G Peralta, E Alonso.  Computing in Cardiology (Cinc), Vancouver, Canada, 11-14 September 2016.

Single-channel ECG-based resuscitation quality assessment via Hilbert Huang Spectrum Analysis. K. Karianto, W. Chen, V.-T. Pham, T. Tran, E. Alonso, D. Zive, C. Lin, A. M. Chang, M. Daya, H. Wang, W. Chiang, M. Lo, M. Ma. ERC Congress on Education, Reykjavik, Islandia, 24-25 September 2016.

Análisis de la influencia de la amplitud de la fibrilación ventricular en los predictores del éxito de la desfibrilación. B Chicote, U Irusta, E Aramendi, E Alonso, I Isasi, G Galdos, M Olabarria. Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB). Valencia, Spain, 23-25 November 2016.

Detección del retorno de la circulación espontánea en base al electrocardiograma. A Elola, E Aramendi, J Del Ser, E Alonso, U Irusta. Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB). Valencia, Spain, 23-25 November 2016.

 

2015

Sample Entropy as a Shock Outcome Predictor during Basic Life Support. B Chicote, U Irusta, E Aramendi, D Alonso, C Jover, C Corcuera. Computing in Cardiology (CinC), Nice, France, 2015.

A Method to Measure Ventilation Rate during Cardiopulmonary Resuscitation using the Capnogram. A Elola, B Chicote, E Aramendi, E Alonso, U Irusta, M Daya, JK Russell. Computing in Cardiology (CinC), Nice, France, 2015.

Differences in AMSA based shock outcome prediction between shock success and hospital admission and discharge. B Chicote, U Irusta, E Aramendi, J Gil, A Larrea, C Jover, J Veintemillas. European Resuscitation Congress (ERC), Prague, Czech Republic, 2015.

Evolution of AMSA for shock success prediction during the pre-shock pause. B Chicote, U Irusta, E Aramendi, JM Bastida, J Veintemillas, A Larrea, K Ibarguren. European Resuscitation Congress (ERC), Prague, Czech Republic, 2015.

Changes in end tidal CO2 vs thoracic impedance for detecting restoration of spontaneous circulation. B Chicote, E Aramendi, E Alonso, U Irusta, JK Russell, M Daya. European Resuscitation Congress (ERC), Prague, Czech Republic, 2015.

Quality of chest compressions for EMT CPR in the Basque Autonomous Community. D Alonso, I Vaqueriza, C Corcuera, F Vicente, E Aramendi, U Irusta, B Chicote. European Resuscitation Congress (ERC), Prague, Czech Republic, 2015.

Difference in survival from pre-hospital cardiac arrest between cities and villages in the Basque Country. K Ibarguren, JM Unanue, D Alonso, I Vaqueriza, U Irusta, E Aramendi, B Chicote. European Resuscitation Congress (ERC), Prague, Czech Republic, 2015.

 

2014

Monitoring the probability of desired rhythm transition during resuscitation.E. Alonso, T. Eftestøl, E. Aramendi, J. Kramer-Johansen. European Resuscitation Congress, Bilbao, Spain, 2014.

Monitoring respiratory rate with capnography during cardiopulmonary resuscitation. E. Aramendi, E. Alonso, J. K. Russell, M. Daya, D. González-Otero, U. Ayala. European Resuscitation Congress, Bilbao, Spain, 2014.

Automatic detection of chest compression pauses for rhythm analysis during 30:2 CPR in an ALS scenario. U. Ayala, U. Irusta, J. Kramer-Johansen, D. González-Otero, S. Ruiz de Gauna, J. Ruiz, E. Alonso, T. Eftestøl. Otero, U. Ayala. European Resuscitation Congress, Bilbao, Spain, 2014.

Empirical mode decomposition for chest compression and ventilation detection in cardiac arrest.E. Alonso, E. Aramendi, D. González-Otero, U. Ayala, M. Daya, J. K. Russell. Computing in Cardiology (Cinc), Boston, USA, 2014.

Comparison of time and frequency domain methods for the feedback on chest compression rate. D. González-Otero, E. Alonso, J. Ruiz, S. Ruiz de Gauna, E. Aramendi, J. K. Russell, M. Daya. Computing in Cardiology (Cinc), Boston, USA, 2014.

Filtering chest compression artifacts improves the performance of VF-detection parameters. U. Ayala, U. Irusta, J. Ruiz, F. Alonso-Atienza, E. Alonso, D. González-Otero, J. Kramer-Johansen, T. Eftestøl. Computing in Cardiology (Cinc), Boston, USA, 2014.

 

2013

A New Rhythm Analysis Algorithm for Chest Compression Intervals: Effect on Cardiopulmonary Resuscitation Delivery. Unai Ayala, Unai Irusta, Jesús Ruiz, Digna González-Otero, Erik Alonso, Jo Kramer-Johansen, Trygve Eftestøl. Computing in Cardiology (CinC), Zaragoza, Spain, 2013.

 

Study on the Linear Relation Between Chest Compression Depth and the Fluctuation Caused in the Thoracic Impedance Acquired by Defibrillation Pads. Erik Alonso, Digna González-Otero, Elisabete Aramendi, Sofía Ruiz de Gauna, Jesús Ruiz, Unai Ayala, James Russell. Computing in Cardiology (CinC), Zaragoza, Spain, 2013.

A Simple Impedance-Based Method for Ventilation Detection During Cardiopulmonary Resuscitation. Digna González-Otero, Erik Alonso, Jesús Ruiz, Elisabete Aramendi, Sofía Ruiz de Gauna, Unai Ayala, Jo Kramer-Johansen, Trygve Eftestøl. Computing in Cardiology (CinC), Zaragoza, Spain, 2013.

 

2012

 

2010