Unai Irusta

Publication Activity (10 Years)

Years Active: 2008-2021
Publications (10 Years): 37

Top Topics

Machine Learning

Automatic Detection

Stationary Wavelet Transform

Top Venues

IEEE Trans. Biomed. Eng.

Publications

Jon Urteaga, Andoni Elola, Elisabete Aramendi, Unai Irusta, Per Olav Berve, Lars Wik
Automated Detection of Pulse Using Continuous Invasive Arterial Blood Pressure in Patients During Cardiopulmonary Resuscitation. CinC (2021)
Iraia Isasi, Erik Alonso, Unai Irusta, Elisabete Aramendi, Morteza Zabihi, Ali Bahrami Rad, Trygve Eftestøl, Jo Kramer-Johansen, Lars Wik
A Machine Learning-Based Pulse Detection Algorithm for Use During Cardiopulmonary Resuscitation. CinC (2021)
Jon Urteaga, Elisabete Aramendi, Andoni Elola, Unai Irusta, Ahamed Idris
A Machine Learning Model for the Prognosis of Pulseless Electrical Activity during Out-of-Hospital Cardiac Arrest. Entropy 23 (7) (2021)
Andoni Elola, Elisabete Aramendi, Unai Irusta, Per Olav Berve, Lars Wik
Multimodal Algorithms for the Classification of Circulation States During Out-of-Hospital Cardiac Arrest. IEEE Trans. Biomed. Eng. 68 (6) (2021)
Xabier Jaureguibeitia, Gorka Zubia, Unai Irusta, Elisabete Aramendi, Giuseppe Ristagno
Recurrent Neural Networks to Predict the Outcome of Subsequent Defibrillation Shocks in Cardiac Arrest. CinC (2021)
Iraia Isasi, Unai Irusta, Elisabete Aramendi, Jan-Åge Olsen, Lars Wik
Detection of Shockable Rhythms Using Convolutional Neural Networks During Chest Compressions Provided by a Load Distributing Band. CinC (2020)
Trygve Eftestøl, Svein E. Stokka, Jan Terje Kvaløy, Ali Bahrami Rad, Unai Irusta, Elisabete Aramendi, Erik Alonso, Trond Nordseth, Eirik Skogvoll, Lars Wik, Jo Kramer-Johansen
A Probabilistic Function to Model the Relationship between Quality of Chest Compressions and the Physiological Response for Patients in Cardiac Arrest. CinC (2020)
Andoni Elola, Elisabete Aramendi, Enrique Rueda, Unai Irusta, Henry Wang, Ahamed Idris
Towards the Prediction of Rearrest during Out-of-Hospital Cardiac Arrest. Entropy 22 (7) (2020)
Xabier Jaureguibeitia, Unai Irusta, Elisabete Aramendi, Pamela Owens, Henry Wang, Ahamed Idris
Automatic Detection of Ventilations During Mechanical Cardiopulmonary Resuscitation. IEEE J. Biomed. Health Informatics 24 (9) (2020)
Haizea Lasa, Unai Irusta, Trygve Eftestøl, Elisabete Aramendi, Ali Bahrami Rad, Jo Kramer-Johansen, Lars Wik
Multimodal Biosignal Analysis Algorithm for the Classification of Cardiac Rhythms During Resuscitation. CinC (2020)
Iraia Isasi, Erik Alonso, Unai Irusta, Elisabete Aramendi, Mohamud Daya
Stationary Wavelet Transform for the Extraction of the Impedance Circulation Component During Out-of-hospital Cardiac Arrest. CinC (2020)
Xabier Jaureguibeitia, Gorka Zubia, Unai Irusta, Elisabete Aramendi, Beatriz Chicote, Daniel Alonso, Andima Larrea, Carlos Corcuera
Shock Decision Algorithms for Automated External Defibrillators Based on Convolutional Networks. IEEE Access 8 (2020)
Iraia Isasi, Unai Irusta, Elisabete Aramendi, Trygve Eftestøl, Jo Kramer-Johansen, Lars Wik
Rhythm Analysis during Cardiopulmonary Resuscitation Using Convolutional Neural Networks. Entropy 22 (6) (2020)
David Argüeso, Artzai Picón, Unai Irusta, Alfonso Medela, Miguel G. San-Emeterio, Arantza Bereciartua, Aitor Alvarez-Gila
Few-Shot Learning approach for plant disease classification using images taken in the field. Comput. Electron. Agric. 175 (2020)
Enrique Rueda, Elisabete Aramendi, Unai Irusta, Ahamed Idris
A Method to Detect Pauses for Ventilation During Cardiopulmonary Resuscitation Using the Thoracic Impedance. CinC (2020)
Xabier Jaureguibeitia, Unai Irusta, Elisabete Aramendi, H. E. Wang, A. H. Idris
An Impedance-based Algorithm to Detect Ventilations During Cardiopulmonary Resuscitation. CinC (2020)
Erik Alonso, Unai Irusta, Elisabete Aramendi, Mohamud Daya
A Machine Learning Framework for Pulse Detection During Out-of-Hospital Cardiac Arrest. IEEE Access 8 (2020)
Andoni Elola, Elisabete Aramendi, Unai Irusta, Javier Del Ser, Erik Alonso, Mohamud Daya
ECG-based pulse detection during cardiac arrest using random forest classifier. Medical Biol. Eng. Comput. 57 (2) (2019)
Andoni Elola, Elisabete Aramendi, Unai Irusta, Artzai Picón, Erik Alonso, Iraia Isasi, Ahamed Idris
Convolutional Recurrent Neural Networks to Characterize the Circulation Component in the Thoracic Impedance during Out-of-Hospital Cardiac Arrest. EMBC (2019)
Iraia Isasi, Unai Irusta, Ali Bahrami Rad, Elisabete Aramendi, Morteza Zabihi, Trygve Eftestøl, Jo Kramer-Johansen, Lars Wik
Automatic Cardiac Rhythm Classification With Concurrent Manual Chest Compressions. IEEE Access 7 (2019)
Iraia Isasi, Unai Irusta, Andoni Elola, Elisabete Aramendi, Trygve Eftestøl, Jo Kramer-Johansen, Lars Wik
A Robust Machine Learning Architecture for a Reliable ECG Rhythm Analysis during CPR. EMBC (2019)
Eric Manibardo, Unai Irusta, Javier Del Ser, Elisabete Aramendi, Iraia Isasi, Mikel Olabarria, Carlos Corcuera, Jose F. Veintemillas, Andima Larrea
ECG-based Random Forest Classifier for Cardiac Arrest Rhythms. EMBC (2019)
Xabier Jaureguibeitia, Unai Irusta, Elisabete Aramendi, Erik Alonso, Pamela Owens, Henry Wang, Ahamed Idris
Impedance Based Automatic Detection of Ventilations During Mechanical Cardiopulmonary Resuscitation. EMBC (2019)
Iraia Isasi, Unai Irusta, Andoni Elola, Elisabete Aramendi, Unai Ayala, Erik Alonso, Jo Kramer-Johansen, Trygve Eftestøl
A Machine Learning Shock Decision Algorithm for Use During Piston-Driven Chest Compressions. IEEE Trans. Biomed. Eng. 66 (6) (2019)
Iraia Isasi, Unai Irusta, Elisabete Aramendi, Unai Ayala, Erik Alonso, Jo Kramer-Johansen, Trygve Eftestøl
A Multistage Algorithm for ECG Rhythm Analysis During Piston-Driven Mechanical Chest Compressions. IEEE Trans. Biomed. Eng. 66 (1) (2019)
Andoni Elola, Elisabete Aramendi, Unai Irusta, Artzai Picón, Erik Alonso, Pamela Owens, Ahamed Idris
Deep Neural Networks for ECG-Based Pulse Detection during Out-of-Hospital Cardiac Arrest. Entropy 21 (3) (2019)
Andoni Elola, Elisabete Aramendi, Unai Irusta, Artzai Picón, Erik Alonso, Pamela Owens, Ahamed Idris
Deep Learning for Pulse Detection in Out-of-Hospital Cardiac Arrest Using the ECG. CinC (2018)
Borja Altamira, Erik Alonso, Unai Irusta, Elisabete Aramendi, Mohamud Daya
A Hidden Markov Model Approach for Ventricular Fibrillation Detection. CinC (2018)
Iraia Isasi, Ali Bahrami Rad, Unai Irusta, Morteza Zabihi, Elisabete Aramendi, Trygve Eftestøl, Jo Kramer-Johansen, Lars Wik
ECG Rhythm Analysis During Manual Chest Compressions Using an Artefact Removal Filter and Random Forest Classifiers. CinC (2018)
Beatriz Chicote, Unai Irusta, Elisabete Aramendi, Raúl Alcaraz, José Joaquín Rieta, Iraia Isasi, Daniel Alonso, María del Mar Baqueriza, Karlos Ibarguren
Fuzzy and Sample Entropies as Predictors of Patient Survival Using Short Ventricular Fibrillation Recordings during out of Hospital Cardiac Arrest. Entropy 20 (8) (2018)
Iraia Isasi, Unai Irusta, Elisabete Aramendi, Unai Ayala, Erik Alonso, Jo Kramer-Johansen, Trygve Eftestøl
An Accurate Shock/No-Shock Decision Algorithm for Use During Piston-Driven Chest Compressions. CinC (2018)
Andoni Elola, Jon Urteaga, Elisabete Aramendi, Unai Irusta, Erik Alonso, Mohamud Daya, Pamela Owens, Ahamed Idris
Finger Photoplethysmography to Monitor Chest Compression Rate During Out-of-Hospital Cardiac Arrest. CinC (2018)
Iraia Isasi, Unai Irusta, Elisabete Aramendi, Unai Ayala, Erik Alonso, Jo Kramer-Johansen, Trygve Eftestøl
Removing Piston-driven Mechanical Chest Compression Artefacts from the ECG. CinC (2017)
Ali Bahrami Rad, Trygve Eftestøl, Kjersti Engan, Unai Irusta, Jan Terje Kvaløy, Jo Kramer-Johansen, Lars Wik, Aggelos K. Katsaggelos
ECG-Based Classification of Resuscitation Cardiac Rhythms for Retrospective Data Analysis. IEEE Trans. Biomed. Eng. 64 (10) (2017)
Iraia Isasi, Unai Irusta, Elisabete Aramendi, Goiuri Peralta, Erik Alonso
Monitoring the Heart Rate in Cerebral Oximetry Signals. CinC (2016)
Iraia Isasi, Unai Irusta, Elisabete Aramendi, Goiuri Peralta, Erik Alonso
Cerebral Oximetry Versus Pulse Photoplethysmography to Monitor Respiration Rate. CinC (2016)
Beatriz Chicote, Unai Irusta, Raúl Alcaraz, José Joaquín Rieta, Elisabete Aramendi, Iraia Isasi, Daniel Alonso Moreno, Karlos Ibarguren
Application of Entropy-Based Features to Predict Defibrillation Outcome in Cardiac Arrest. Entropy 18 (9) (2016)
Beatriz Chicote, Unai Irusta, Elisabete Aramendi, Daniel Alonso, Carlos Jover, Carlos Corcuera
Sample Entropy as a Shock Outcome Predictor during Basic Life Support. CinC (2015)
Andoni Elola, Beatriz Chicote, Elisabete Aramendi, Erik Alonso, Unai Irusta, Mohamud Daya, James K. Russell
A Method to Measure Ventilation Rate during Cardiopulmonary Resucitation using the Capnogram. CinC (2015)
Unai Ayala, Unai Irusta, Jesús Ruiz, Felipe Alonso Atienza, Erik Alonso, Digna M. González-Otero, Jo Kramer-Johansen, Henning Naas, Trygve Eftestøl
Filtering Chest Compression Artifacts Improves the Performance of VF-detection Parameters. CinC (2014)
Unai Ayala, Unai Irusta, Jesús Ruiz, Digna M. González-Otero, Erik Alonso, Jo Kramer-Johansen, Trygve Eftestøl
A New Algorithm to Diagnose during Chest Compressions: Effects on Cardiopulmonary Resuscitation Delivery. CinC (2013)
Unai Irusta, Jesús Ruiz, Sofía Ruiz de Gauna, Trygve Eftestøl, Jo Kramer-Johansen
A Least Mean-Square Filter for the Estimation of the Cardiopulmonary Resuscitation Artifact Based on the Frequency of the Compressions. IEEE Trans. Biomed. Eng. 56 (4) (2009)
Jesús Ruiz, J. Julio Gutiérrez, Unai Irusta, Andoni Lazkano
A Precise Analysis of the IEC Flickermeter When Subject to Rectangular Voltage Fluctuations. IEEE Trans. Instrum. Meas. 58 (11) (2009)
J. Julio Gutiérrez, Jesús Ruiz, Unai Irusta, Sofía Ruiz de Gauna
A New Alternative for the Input-Voltage Adaptor of the IEC Flickermeter. IEEE Trans. Instrum. Meas. 57 (5) (2008)