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 (CinC, 2015)

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)

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 (CinC, 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 (CinC, 2018)

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 (EMBC, 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 (EMBC, 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)

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)

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)

Classification of 12-lead ECGs: the PhysioNet/Computing in Cardiology Challenge 2020. - Matthew A. Reyna; Erick Andres Perez-Alday; Annie Gu; Chengyu Liu 001; Salman Seyedi; Ali Bahrami Rad; Andoni Elola; Qiao Li 011; Ashish Sharma 001; Gari D. Clifford (CinC, 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)

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 011; et al. (CinC, 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 (CinC, 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)

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)

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)

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 (CinC, 2022)

Heart Murmur Detection from Phonocardiogram Recordings: The George B. Moody PhysioNet Challenge 2022. - Matthew A. Reyna; Yashar Kiarashi; Andoni Elola; Jorge Oliveira 002; Francesco Renna; Annie Gu; Erick Andres Perez-Alday; Nadi Sadr; Ashish Sharma 001; Sandra da Silva Mattos; Miguel T. Coimbra; Reza Sameni; et al. (CinC, 2022)

Automated Algorithm for QRS Detection in Cardiac Arrest Patients with PEA. - Jon Urteaga; Andoni Elola; Elisabete Aramendi; Anders Norvik; Eirik Unneland; Eirik Skogvoll (CinC, 2022)

The CirCor DigiScope Dataset: From Murmur Detection to Murmur Classification. - Jorge Oliveira 002; 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; et al. (IEEE J. Biomed. Health Informatics, 2022)

Classification of Cardiac Rhythms During Load-Distributing Band Cardiopulmonary Resuscitation. - Andoni Elola; Iraia Isasi; Sara Entenza; Elisabete Aramendi; Lars Wik (CinC, 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; et al. (CinC, 2023)

Beyond Heart Murmur Detection: Automatic Murmur Grading From Phonocardiogram. - Andoni Elola; Elisabete Aramendi; Jorge Oliveira 002; Francesco Renna; Miguel T. Coimbra; Matthew A. Reyna; Reza Sameni; Gari D. Clifford; Ali Bahrami Rad (IEEE J. Biomed. Health Informatics, 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., 2023)

Development of AI-Based Tools for Power Generation Prediction. - Ana Paula Aravena-Cifuentes; Jose David Nuñez-Gonzalez; Andoni Elola; Malinka Ivanova (Comput., 2023)

A Random Forest Model for Pulseless Electrical Activity Prognosis Prediction During Out-of-Hospital Cardiac Arrest Using Invasive Blood Pressure. - Jon Urteaga; Andoni Elola; Per Olav Berve; Lars Wik; Elisabete Aramendi (EMBC, 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 (HICSS, 2024)

Invasive arterial blood pressure delineator for cardiopulmonary resuscitation patients during pauses of chest compressions. - Jon Urteaga; Andoni Elola; Elisabete Aramendi; Per Olav Berve; Lars Wik (Biomed. Signal Process. Control., 2024)

Semi-Supervised Approach for Automatic Counting of Whiteflies With Small Annotated Dataset. - Laura Gómez-Zamanillo; Arantza Bereciartua 001; Andoni Elola; Artzai Picón; Aitor Alvarez-Gila; Itziar Egusquiza; Ramón Navarra-Mestre (IEEE Access, 2025)

When synthetic plants get sick: Disease graded image datasets by novel regression-conditional diffusion models. - Itziar Egusquiza; Leire Benito-Del-Valle; Artzai Picón; Arantza Bereciartua-Perez 001; Laura Gómez-Zamanillo; Andoni Elola; Elisabete Aramendi; Rocío Espejo; Till Eggers; Christian Klukas; Ramón Navarra-Mestre (Comput. Electron. Agric., 2025)

A deep learning model for QRS delineation in organized rhythms during in-hospital cardiac arrest. - Jon Urteaga; Andoni Elola; Daniel Herráez; Anders Norvik; Eirik Unneland; Abhishek Bhardwaj; David Buckler; Benjamin S. Abella; Eirik Skogvoll; Elisabete Aramendi (Int. J. Medical Informatics, 2025)