Unai Irusta

Publications (29)

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

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Avec: Andoni Elola , Elisabete Aramendi , Unai Irusta , Artzai Picon , Erik Alonso , Iraia Isasi , Ahamed Idris

Mixed convolutional and long short-term memory network for the detection of lethal ventricular arrhythmia.

PloS one

Avec: Artzai Picon , Unai Irusta , Aitor Álvarez-Gila , Elisabete Aramendi , Felipe Alonso-Atienza , Carlos Figuera , Unai Ayala , Estibaliz Garrote , Lars Wik , Jo Kramer-Johansen , Trygve Eftestøl

End-tidal carbon dioxide (ETCO

Resuscitation

Avec: Laura Frigerio , Enrico Baldi , Elisabete Aramendi , Beatriz Chicote , Unai Irusta , Enrico Contri , Alessandra Palo , Sara Compagnoni , Rosa Fracchia , Giorgio Iotti , Luigi Oltrona Visconti , Simone Savastano , Auteur inconnu

Airway strategy and ventilation rates in the pragmatic airway resuscitation trial.

Resuscitation

Avec: Henry E Wang , Xabier Jaureguibeitia , Elisabete Aramendi , Graham Nichol , Tom Aufderheide , Mohamud R Daya , Matthew Hansen , Michelle Nassal , Ashish R Panchal , Dhimitri A Nikolla , Erik Alonso , Jestin Carlson , Robert H Schmicker , Shannon W Stephens , Unai Irusta , Ahamed Idris

ECG-based Random Forest Classifier for Cardiac Arrest Rhythms.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

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

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

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

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

Restoration of the electrocardiogram during mechanical cardiopulmonary resuscitation.

Physiological measurement

Avec: Iraia Isasi , Unai Irusta , Elisabete Aramendi , Ahamed H Idris , Leif Sörnmo

Capnography: A support tool for the detection of return of spontaneous circulation in out-of-hospital cardiac arrest.

Resuscitation

Avec: Andoni Elola , Elisabete Aramendi , Unai Irusta , Erik Alonso , Yuanzheng Lu , Mary P Chang , Pamela Owens , Ahamed H Idris

Impedance Based Automatic Detection of Ventilations During Mechanical Cardiopulmonary Resuscitation.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Avec: Xabier Jaureguibeitia , Unai Irusta , Elisabete Aramendi , Erik Alonso , Pamela Owens , Henry Wang , Ahamed Idris

Transthoracic Impedance Measured with Defibrillator Pads-New Interpretations of Signal Change Induced by Ventilations.

Journal of clinical medicine

Avec: Per Olav Berve , Unai Irusta , Jo Kramer-Johansen , Tore Skålhegg , Håvard Wahl Kongsgård , Cathrine Brunborg , Elisabete Aramendi , Lars Wik

Value of capnography to predict defibrillation success in out-of-hospital cardiac arrest.

Resuscitation

Avec: Beatriz Chicote , Elisabete Aramendi , Unai Irusta , Pamela Owens , Mohamud Daya , Ahamed Idris

Rhythm characteristics and patterns of change during cardiopulmonary resuscitation for in-hospital paediatric cardiac arrest.

Resuscitation

Avec: Trond Nordseth , Dana E Niles , Trygve Eftestøl , Robert M Sutton , Unai Irusta , Benjamin S Abella , Robert A Berg , Vinay M Nadkarni , Eirik Skogvoll

Airway strategy and chest compression quality in the Pragmatic Airway Resuscitation Trial.

Resuscitation

Avec: Henry E Wang , Xabier Jaureguibeitia , Elisabete Aramendi , Jeffrey L Jarvis , Jestin N Carlson , Unai Irusta , Erik Alonso , Tom Aufderheide , Robert H Schmicker , Matthew L Hansen , Ryan M Huebinger , M Riccardo Colella , Richard Gordon , Robert Suchting , Ahamed H Idris

Novel application of thoracic impedance to characterize ventilations during cardiopulmonary resuscitation in the pragmatic airway resuscitation trial.

Resuscitation

Avec: Michelle M J Nassal , Xabier Jaureguibeitia , Elisabete Aramendi , Unai Irusta , Ashish R Panchal , Henry E Wang , Ahamed Idris

Analysis of Few-Shot Techniques for Fungal Plant Disease Classification and Evaluation of Clustering Capabilities Over Real Datasets.

Frontiers in plant science

Avec: Itziar Egusquiza , Artzai Picon , Unai Irusta , Arantza Bereciartua-Perez , Till Eggers , Christian Klukas , Elisabete Aramendi , Ramon Navarra-Mestre

Factors affecting the course of resuscitation from cardiac arrest with pulseless electrical activity in children and adolescents.

Resuscitation

Avec: Eirik Skogvoll , Trond Nordseth , Robert M Sutton , Trygve Eftestøl , Unai Irusta , Elisabete Aramendi , Dana Niles , Vinay Nadkarni , Robert A Berg , Benjamin S Abella , Jan Terje Kvaløy

Tidal volume measurements via transthoracic impedance waveform characteristics: The effect of age, body mass index and gender. A single centre interventional study.

Resuscitation

Avec: P O Berve , U Irusta , J Kramer-Johansen , T Skålhegg , E Aramendi , L Wik

Shock decision algorithm for use during load distributing band cardiopulmonary resuscitation.

Resuscitation

Avec: I Isasi , U Irusta , E Aramendi , J A Olsen , L Wik

Methodology and framework for the analysis of cardiopulmonary resuscitation quality in large and heterogeneous cardiac arrest datasets.

Resuscitation

Avec: Xabier Jaureguibeitia , Elisabete Aramendi , Unai Irusta , Erik Alonso , Tom P Aufderheide , Robert H Schmicker , Matthew Hansen , Robert Suchting , Jestin N Carlson , Ahamed H Idris , Henry E Wang

Réseau de co-auteurs

Elisabete Aramendi 26 collaborations

Erik Alonso 10 collaborations

Andoni Elola 9 collaborations

Ahamed Idris 8 collaborations

Iraia Isasi 7 collaborations

Lars Wik 6 collaborations

Jo Kramer-Johansen 6 collaborations

Xabier Jaureguibeitia 6 collaborations

Henry E Wang 5 collaborations

Ahamed H Idris 5 collaborations

Trygve Eftestøl 4 collaborations

Pamela Owens 4 collaborations

Artzai Picon 3 collaborations

Unai Ayala 3 collaborations

Robert H Schmicker 3 collaborations

Trygve Eftestol 3 collaborations

Beatriz Chicote 2 collaborations

Tom Aufderheide 2 collaborations

Matthew Hansen 2 collaborations

Ashish R Panchal 2 collaborations

Javier Del Ser 2 collaborations

Henry Wang 2 collaborations

Per Olav Berve 2 collaborations

Mohamud Daya 2 collaborations

Trond Nordseth 2 collaborations

Robert M Sutton 2 collaborations

Benjamin S Abella 2 collaborations

Robert A Berg 2 collaborations

Eirik Skogvoll 2 collaborations

Jestin N Carlson 2 collaborations

Robert Suchting 2 collaborations

U Irusta 2 collaborations

E Aramendi 2 collaborations

L Wik 2 collaborations

Aitor Álvarez-Gila 1 collaboration

Felipe Alonso-Atienza 1 collaboration

Carlos Figuera 1 collaboration

Estibaliz Garrote 1 collaboration

Laura Frigerio 1 collaboration

Enrico Baldi 1 collaboration

Enrico Contri 1 collaboration

Alessandra Palo 1 collaboration

Sara Compagnoni 1 collaboration

Rosa Fracchia 1 collaboration

Giorgio Iotti 1 collaboration

Luigi Oltrona Visconti 1 collaboration

Simone Savastano 1 collaboration

None None 1 collaboration

Graham Nichol 1 collaboration

Mohamud R Daya 1 collaboration

Michelle Nassal 1 collaboration

Dhimitri A Nikolla 1 collaboration

Jestin Carlson 1 collaboration

Shannon W Stephens 1 collaboration

Eric Manibardo 1 collaboration

Mikel Olabarria 1 collaboration

Carlos Corcuera 1 collaboration

Jose Veintemillas 1 collaboration

Andima Larrea 1 collaboration

Leif Sörnmo 1 collaboration

Yuanzheng Lu 1 collaboration

Mary P Chang 1 collaboration

Tore Skålhegg 1 collaboration

Håvard Wahl Kongsgård 1 collaboration

Cathrine Brunborg 1 collaboration

Dana E Niles 1 collaboration

Vinay M Nadkarni 1 collaboration

Jeffrey L Jarvis 1 collaboration

Matthew L Hansen 1 collaboration

Ryan M Huebinger 1 collaboration

M Riccardo Colella 1 collaboration

Richard Gordon 1 collaboration

Michelle M J Nassal 1 collaboration

Itziar Egusquiza 1 collaboration

Arantza Bereciartua-Perez 1 collaboration

Till Eggers 1 collaboration

Christian Klukas 1 collaboration

Ramon Navarra-Mestre 1 collaboration

Artzai Picón 1 collaboration

Enrique Rueda 1 collaboration

Pamela C Owens 1 collaboration

Dana Niles 1 collaboration

Vinay Nadkarni 1 collaboration

Jan Terje Kvaløy 1 collaboration

P O Berve 1 collaboration

J Kramer-Johansen 1 collaboration

T Skålhegg 1 collaboration

I Isasi 1 collaboration

J A Olsen 1 collaboration

Tom P Aufderheide 1 collaboration

Jon Urteaga 1 collaboration

Guttorm Brattebø 1 collaboration

Øyvind Østerås 1 collaboration

Jörg Assmus 1 collaboration

Sigurd Mydske 1 collaboration

Tore Skaalhegg 1 collaboration

Sven Christjar Skaiaa 1 collaboration

Øyvind Thomassen 1 collaboration

Unai Irusta

Publications (29)

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

Mixed convolutional and long short-term memory network for the detection of lethal ventricular arrhythmia.

End-tidal carbon dioxide (ETCO

Airway strategy and ventilation rates in the pragmatic airway resuscitation trial.

ECG-based Random Forest Classifier for Cardiac Arrest Rhythms.

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

Restoration of the electrocardiogram during mechanical cardiopulmonary resuscitation.

Capnography: A support tool for the detection of return of spontaneous circulation in out-of-hospital cardiac arrest.

Impedance Based Automatic Detection of Ventilations During Mechanical Cardiopulmonary Resuscitation.

Transthoracic Impedance Measured with Defibrillator Pads-New Interpretations of Signal Change Induced by Ventilations.

Value of capnography to predict defibrillation success in out-of-hospital cardiac arrest.

Rhythm characteristics and patterns of change during cardiopulmonary resuscitation for in-hospital paediatric cardiac arrest.

Airway strategy and chest compression quality in the Pragmatic Airway Resuscitation Trial.

Novel application of thoracic impedance to characterize ventilations during cardiopulmonary resuscitation in the pragmatic airway resuscitation trial.

Analysis of Few-Shot Techniques for Fungal Plant Disease Classification and Evaluation of Clustering Capabilities Over Real Datasets.

Deep Neural Networks for ECG-Based Pulse Detection during Out-of-Hospital Cardiac Arrest.

Towards the Prediction of Rearrest during Out-of-Hospital Cardiac Arrest.

Rhythm Analysis during Cardiopulmonary Resuscitation Using Convolutional Neural Networks.

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

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

ECG-based pulse detection during cardiac arrest using random forest classifier.

Automatic Detection of Ventilations During Mechanical Cardiopulmonary Resuscitation.

Factors affecting the course of resuscitation from cardiac arrest with pulseless electrical activity in children and adolescents.

Tidal volume measurements via transthoracic impedance waveform characteristics: The effect of age, body mass index and gender. A single centre interventional study.

Shock decision algorithm for use during load distributing band cardiopulmonary resuscitation.

Methodology and framework for the analysis of cardiopulmonary resuscitation quality in large and heterogeneous cardiac arrest datasets.

Multimodal Algorithms for the Classification of Circulation States During Out-of-Hospital Cardiac Arrest.

A Machine Learning Model for the Prognosis of Pulseless Electrical Activity during Out-of-Hospital Cardiac Arrest.

Physiological effects of providing supplemental air for avalanche victims. A randomised trial.

Réseau de co-auteurs