Andoni Elola

According to our database, Andoni Elola authored at least 26 papers between 2015 and 2024.

Collaborative distances:

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

2024

Artificial Intelligence for End Tidal Capnography Guided Resuscitation: A Conceptual Framework.

Michelle Nassal, Nithin Sugavanam, Elisabete Aramendi, Xabier Jaureguibeitia, Andoni Elola, Ashish Panchal, Alexander Ulintz, Henry Wang, Emre Ertin

Proceedings of the 57th Hawaii International Conference on System Sciences, 2024

2023

Development of AI-Based Tools for Power Generation Prediction.

Ana Paula Aravena-Cifuentes, Jose David Nuñez-Gonzalez, Andoni Elola, Malinka Ivanova

Comput., November, 2023

Monitoring chest compressions using finger photoplethysmography in out-of-hospital cardiac arrest.

Jon Urteaga, Elisabete Aramendi, Andoni Elola, Mohamud Daya, Ahamed H. Idris

Biomed. Signal Process. Control., September, 2023

Beyond Heart Murmur Detection: Automatic Murmur Grading From Phonocardiogram.

Andoni Elola, Elisabete Aramendi, Jorge Oliveira, Francesco Renna, Miguel T. Coimbra, Matthew A. Reyna, Reza Sameni, Gari D. Clifford, Ali Bahrami Rad

IEEE J. Biomed. Health Informatics, August, 2023

Predicting Neurological Recovery from Coma After Cardiac Arrest: The George B. Moody PhysioNet Challenge 2023.

Matthew A. Reyna, Edilberto Amorim, Reza Sameni, James Weigle, Andoni Elola, Ali Bahrami Rad, Salman Seyedi, Hyeokhyen Kwon, Wei-Long Zheng, Mohammad M. Ghassemi, Michel J. A. M. van Putten, Jeannette Hofmeijer, Nicolas Gaspard, Adithya Sivaraju, Susan T. Herman, Jong Woo Lee, M. Brandon Westover, Gari D. Clifford

Proceedings of the Computing in Cardiology, 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

The CirCor DigiScope Dataset: From Murmur Detection to Murmur Classification.

Jorge Oliveira, Francesco Renna, Paulo Dias Costa, Diogo Marcelo Nogueira, Cristina Oliveira, Carlos Abreu Ferreira, Alípio Mário Jorge, Sandra da Silva Mattos, Thamine Hatem, Thiago Tavares, Andoni Elola, Ali Bahrami Rad, Reza Sameni, Gari D. Clifford, Miguel T. Coimbra

IEEE J. Biomed. Health Informatics, 2022

Automated Algorithm for QRS Detection in Cardiac Arrest Patients with PEA.

Jon Urteaga, Andoni Elola, Elisabete Aramendi, Anders Norvik, Eirik Unneland, Eirik Skogvoll

Proceedings of the Computing in Cardiology, 2022

Heart Murmur Detection from Phonocardiogram Recordings: The George B. Moody PhysioNet Challenge 2022.

Matthew A. Reyna, Yashar Kiarashi, Andoni Elola, Jorge Oliveira, Francesco Renna, Annie Gu, Erick Andres Perez-Alday, Nadi Sadr, Ashish Sharma, Sandra da Silva Mattos, Miguel T. Coimbra, Reza Sameni, Ali Bahrami Rad, Gari D. Clifford

Proceedings of the Computing in Cardiology, 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

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

Andoni Elola, Elisabete Aramendi, Unai Irusta, Per Olav Berve, Lars Wik

IEEE Trans. Biomed. Eng., 2021

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

Jon Urteaga, Elisabete Aramendi, Andoni Elola, Unai Irusta, Ahamed H. Idris

Entropy, 2021

Autofluorescence Image Reconstruction and Virtual Staining for In-Vivo Optical Biopsying.

Artzai Picón, Alfonso Medela, Luisa F. Sánchez-Peralta, Riccardo Cicchi, Roberto Bilbao, Domenico Alfieri, Andoni Elola, Ben Glover, Cristina López Saratxaga

IEEE Access, 2021

Automated Detection of Pulse Using Continuous Invasive Arterial Blood Pressure in Patients During Cardiopulmonary Resuscitation.

Jon Urteaga, Andoni Elola, Elisabete Aramendi, Unai Irusta, Per Olav Berve, Lars Wik

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

Will Two Do? Varying Dimensions in Electrocardiography: The PhysioNet/Computing in Cardiology Challenge 2021.

Matthew A. Reyna, Nadi Sadr, Erick Andres Perez-Alday, Annie Gu, Amit J. Shah, Chad Robichaux, Ali Bahrami Rad, Andoni Elola, Salman Seyedi, Sardar Ansari, Hamid Ghanbari, Qiao Li, Ashish Sharma, Gari D. Clifford

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

2020

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

Andoni Elola, Elisabete Aramendi, Enrique Rueda, Unai Irusta, Henry Wang, Ahamed H. Idris

Entropy, 2020

Classification of 12-lead ECGs: the PhysioNet/Computing in Cardiology Challenge 2020.

Matthew A. Reyna, Erick Andres Perez-Alday, Annie Gu, Chengyu Liu, Salman Seyedi, Ali Bahrami Rad, Andoni Elola, Qiao Li, Ashish Sharma, Gari D. Clifford

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

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

Andoni Elola, Elisabete Aramendi, Unai Irusta, Javier Del Ser, Erik Alonso, Mohamud Daya

Medical Biol. Eng. Comput., 2019

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

Andoni Elola, Elisabete Aramendi, Unai Irusta, Artzai Picón, Erik Alonso, Pamela Owens, Ahamed H. Idris

Entropy, 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

Finger Photoplethysmography to Monitor Chest Compression Rate During Out-of-Hospital Cardiac Arrest.

Andoni Elola, Jon Urteaga, Elisabete Aramendi, Unai Irusta, Erik Alonso, Mohamud Daya, Pamela Owens, Ahamed H. Idris

Proceedings of the Computing in Cardiology, 2018

Deep Learning for Pulse Detection in Out-of-Hospital Cardiac Arrest Using the ECG.

Andoni Elola, Elisabete Aramendi, Unai Irusta, Artzai Picón, Erik Alonso, Pamela Owens, Ahamed H. Idris

Proceedings of the Computing in Cardiology, 2018

2017

Hybridizing Cartesian Genetic Programming and Harmony Search for adaptive feature construction in supervised learning problems.

Andoni Elola, Javier Del Ser, Miren Nekane Bilbao, Cristina Perfecto, Enrique Alexandre, Sancho Salcedo-Sanz

Appl. Soft Comput., 2017

2015

A Method to Measure Ventilation Rate during Cardiopulmonary Resucitation using the Capnogram.

Andoni Elola, Beatriz Chicote, Elisabete Aramendi, Erik Alonso, Unai Irusta, Mohamud Daya, James K. Russell

Proceedings of the Computing in Cardiology, 2015