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ORCIDUnai Irusta
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- affiliation: University of the Basque Country, Leioa, Spain
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2020 – today
- 2021
[j19]Jon Urteaga
, Elisabete Aramendi, Andoni Elola, Unai Irusta, Ahamed H. Idris:
A Machine Learning Model for the Prognosis of Pulseless Electrical Activity during Out-of-Hospital Cardiac Arrest. Entropy 23(7): 847 (2021)- [j18]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): 1913-1922 (2021) - [c26]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: 1-4 - [c25]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: 1-4 - [c24]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: 1-4 - 2020
- [j17]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: 154746-154758 (2020) - [j16]Erik Alonso, Unai Irusta, Elisabete Aramendi, Mohamud Daya:
A Machine Learning Framework for Pulse Detection During Out-of-Hospital Cardiac Arrest. IEEE Access 8: 161031-161041 (2020) - [j15]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: 105542 (2020) - [j14]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): 595 (2020) - [j13]Andoni Elola, Elisabete Aramendi, Enrique Rueda, Unai Irusta, Henry Wang, Ahamed H. Idris:
Towards the Prediction of Rearrest during Out-of-Hospital Cardiac Arrest. Entropy 22(7): 758 (2020) - [j12]Xabier Jaureguibeitia, Unai Irusta, Elisabete Aramendi, Pamela Owens, Henry E. Wang, Ahamed H. Idris:
Automatic Detection of Ventilations During Mechanical Cardiopulmonary Resuscitation. IEEE J. Biomed. Health Informatics 24(9): 2580-2588 (2020) - [c23]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: 1-4 - [c22]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: 1-4 - [c21]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: 1-4 - [c20]Xabier Jaureguibeitia, Unai Irusta, Elisabete Aramendi, Henry E. Wang, Ahamed H. Idris:
An Impedance-based Algorithm to Detect Ventilations During Cardiopulmonary Resuscitation. CinC 2020: 1-4 - [c19]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: 1-4 - [c18]Enrique Rueda, Elisabete Aramendi, Unai Irusta, Ahamed H. Idris:
A Method to Detect Pauses for Ventilation During Cardiopulmonary Resuscitation Using the Thoracic Impedance. CinC 2020: 1-4
2010 – 2019
- 2019
- [j11]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: 115147-115159 (2019) - [j10]Andoni Elola, Elisabete Aramendi, Unai Irusta, Artzai Picón, Erik Alonso, Pamela Owens, Ahamed H. Idris:
Deep Neural Networks for ECG-Based Pulse Detection during Out-of-Hospital Cardiac Arrest. Entropy 21(3): 305 (2019) - [j9]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): 453-462 (2019) - [j8]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): 263-272 (2019) - [j7]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): 1752-1760 (2019) - [c17]Xabier Jaureguibeitia, Unai Irusta, Elisabete Aramendi, Erik Alonso, Pamela Owens, Henry E. Wang, Ahamed H. Idris:
Impedance Based Automatic Detection of Ventilations During Mechanical Cardiopulmonary Resuscitation. EMBC 2019: 19-23 - [c16]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: 1504-1508 - [c15]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: 1903-1907 - [c14]Andoni Elola, Elisabete Aramendi, Unai Irusta, Artzai Picón, Erik Alonso, Iraia Isasi, Ahamed H. Idris:
Convolutional Recurrent Neural Networks to Characterize the Circulation Component in the Thoracic Impedance during Out-of-Hospital Cardiac Arrest. EMBC 2019: 1921-1925 - 2018
- [j6]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): 591 (2018) - [c13]Borja Altamira, Erik Alonso, Unai Irusta, Elisabete Aramendi, Mohamud Daya:
A Hidden Markov Model Approach for Ventricular Fibrillation Detection. CinC 2018: 1-4 - [c12]Andoni Elola, Elisabete Aramendi, Unai Irusta, Artzai Picón, Erik Alonso, Pamela Owens, Ahamed H. Idris:
Deep Learning for Pulse Detection in Out-of-Hospital Cardiac Arrest Using the ECG. CinC 2018: 1-4 - [c11]Andoni Elola, Jon Urteaga, Elisabete Aramendi, Unai Irusta, Erik Alonso, Mohamud Daya, Pamela Owens, Ahamed H. Idris:
Finger Photoplethysmography to Monitor Chest Compression Rate During Out-of-Hospital Cardiac Arrest. CinC 2018: 1-4 - [c10]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: 1-4 - [c9]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: 1-4 - 2017
- [j5]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): 2411-2418 (2017) - [c8]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 - 2016
- [j4]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): 313 (2016) - [c7]Beatriz Chicote Gutiérrez, Unai Irusta Zarandona, Elisabete Aramendi Ecenarro, Iraia Isasi Liñero, Daniel Alonso Moreno, Fernando Vicente Casanova, Maria de las Cruces Sanchez Fernandez:
Nonlinear Energy Operators for Defibrillation Shock Outcome Prediction. CinC 2016 - [c6]Iraia Isasi, Unai Irusta, Elisabete Aramendi, Goiuri Peralta, Erik Alonso:
Cerebral Oximetry Versus Pulse Photoplethysmography to Monitor Respiration Rate. CinC 2016 - [c5]Iraia Isasi, Unai Irusta, Elisabete Aramendi, Goiuri Peralta, Erik Alonso:
Monitoring the Heart Rate in Cerebral Oximetry Signals. CinC 2016 - 2015
- [c4]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: 557-560 - [c3]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: 1001-1004 - 2014
- [c2]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: 1109-1112 - 2013
- [c1]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: 129-132
2000 – 2009
- 2009
- [j3]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): 1052-1062 (2009) - [j2]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): 3839-3846 (2009) - 2008
- [j1]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): 923-930 (2008)
Coauthor Index
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