Iraia Isasi

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 19

Top Topics

Stationary Wavelet Transform

Detection Algorithm

Convolutional Neural Networks

Cardiac Arrhythmias

Top Venues

IEEE Trans. Biomed. Eng.

Publications

Andoni Elola, Iraia Isasi, Sara Entenza, Elisabete Aramendi, Lars Wik
Classification of Cardiac Rhythms During Load-Distributing Band Cardiopulmonary Resuscitation. CinC (2023)
Alvaro Iza, Andoni Elola, Iraia Isasi, Elisabete Aramendi, Trygve Eftestl, Jo Kramer-Johansen, Lars Wik
Adaptive Filtering Methods for ECG Waveform Restoration during Cardiopulmonary Resuscitation. CinC (2022)
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)
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)
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)
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)
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)
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)
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)
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)
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)