Iraia Isasi

According to our database, Iraia Isasi authored at least 20 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Classification of Cardiac Rhythms During Load-Distributing Band Cardiopulmonary Resuscitation.

Andoni Elola, Iraia Isasi, Sara Entenza, Elisabete Aramendi, Lars Wik

Proceedings of the Computing in Cardiology, 2023

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

Proceedings of the Computing in Cardiology, 2022

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

Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

2020

Rhythm Analysis during Cardiopulmonary Resuscitation Using Convolutional Neural Networks.

Iraia Isasi, Unai Irusta, Elisabete Aramendi, Trygve Eftestøl, Jo Kramer-Johansen, Lars Wik

Entropy, 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

Proceedings of the Computing in Cardiology, 2020

Stationary Wavelet Transform for the Extraction of the Impedance Circulation Component During Out-of-hospital Cardiac Arrest.

Iraia Isasi, Erik Alonso, Unai Irusta, Elisabete Aramendi, Mohamud Daya

Proceedings of the Computing in Cardiology, 2020

2019

A Machine Learning Shock Decision Algorithm for Use During Piston-Driven Chest Compressions.

Iraia Isasi, Unai Irusta, Andoni Elola, Elisabete Aramendi, Unai Ayala, Erik Alonso, Jo Kramer-Johansen, Trygve Eftestøl

IEEE Trans. Biomed. Eng., 2019

A Multistage Algorithm for ECG Rhythm Analysis During Piston-Driven Mechanical Chest Compressions.

Iraia Isasi, Unai Irusta, Elisabete Aramendi, Unai Ayala, Erik Alonso, Jo Kramer-Johansen, Trygve Eftestøl

IEEE Trans. Biomed. Eng., 2019

Automatic Cardiac Rhythm Classification With Concurrent Manual Chest Compressions.

Iraia Isasi, Unai Irusta, Ali Bahrami Rad, Elisabete Aramendi, Morteza Zabihi, Trygve Eftestøl, Jo Kramer-Johansen, Lars Wik

IEEE Access, 2019

ECG-based Random Forest Classifier for Cardiac Arrest Rhythms.

Eric Manibardo, Unai Irusta, Javier Del Ser, Elisabete Aramendi, Iraia Isasi, Mikel Olabarria, Carlos Corcuera, Jose F. Veintemillas, Andima Larrea

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

A Robust Machine Learning Architecture for a Reliable ECG Rhythm Analysis during CPR.

Iraia Isasi, Unai Irusta, Andoni Elola, Elisabete Aramendi, Trygve Eftestøl, Jo Kramer-Johansen, Lars Wik

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Convolutional Recurrent Neural Networks to Characterize the Circulation Component in the Thoracic Impedance during Out-of-Hospital Cardiac Arrest.

Andoni Elola, Elisabete Aramendi, Unai Irusta, Artzai Picón, Erik Alonso, Iraia Isasi, Ahamed H. Idris

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018

Fuzzy and Sample Entropies as Predictors of Patient Survival Using Short Ventricular Fibrillation Recordings during out of Hospital Cardiac Arrest.

Beatriz Chicote, Unai Irusta, Elisabete Aramendi, Raúl Alcaraz, José Joaquín Rieta, Iraia Isasi, Daniel Alonso, María del Mar Baqueriza, Karlos Ibarguren

Entropy, 2018

ECG Rhythm Analysis During Manual Chest Compressions Using an Artefact Removal Filter and Random Forest Classifiers.

Iraia Isasi, Ali Bahrami Rad, Unai Irusta, Morteza Zabihi, Elisabete Aramendi, Trygve Eftestøl, Jo Kramer-Johansen, Lars Wik

Proceedings of the Computing in Cardiology, 2018

An Accurate Shock/No-Shock Decision Algorithm for Use During Piston-Driven Chest Compressions.

Iraia Isasi, Unai Irusta, Elisabete Aramendi, Unai Ayala, Erik Alonso, Jo Kramer-Johansen, Trygve Eftestøl

Proceedings of the Computing in Cardiology, 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

Proceedings of the Computing in Cardiology, 2017

2016

Application of Entropy-Based Features to Predict Defibrillation Outcome in Cardiac Arrest.

Beatriz Chicote, Unai Irusta, Raúl Alcaraz, José Joaquín Rieta, Elisabete Aramendi, Iraia Isasi, Daniel Alonso Moreno, Karlos Ibarguren

Entropy, 2016

Monitoring the Heart Rate in Cerebral Oximetry Signals.

Iraia Isasi, Unai Irusta, Elisabete Aramendi, Goiuri Peralta, Erik Alonso

Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

Cerebral Oximetry Versus Pulse Photoplethysmography to Monitor Respiration Rate.

Iraia Isasi, Unai Irusta, Elisabete Aramendi, Goiuri Peralta, Erik Alonso

Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

Nonlinear Energy Operators for Defibrillation Shock Outcome Prediction.

Beatriz Chicote Gutiérrez, Unai Irusta Zarandona, Elisabete Aramendi Ecenarro, Iraia Isasi Liñero, Daniel Alonso Moreno, Fernando Vicente Casanova, Maria de las Cruces Sanchez Fernandez

Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016