Publications by authors named "David Atienza"

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TimEHR: Image-Based Time Series Generation for Electronic Health Records.
Hojjat Karami, Mary-Anne Hartley, David Atienza, Anisoara Ionescu

IEEE J Biomed Health Inform· December 2025

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EEG glasses for real-time brain electrical activity monitoring.
Renato Zanetti, Amir Aminifar, David Atienza

Sci Rep· November 2025

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SzCORE: Seizure Community Open-Source Research Evaluation framework for the validation of electroencephalography-based automated seizure detection algorithms.
Jonathan Dan, Una Pale, Alireza Amirshahi, William Cappelletti, Thorir Mar Ingolfsson, David Atienza

Epilepsia· September 2025

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Deep learning-based detection of generalized convulsive seizures using a wrist-worn accelerometer.
Antoine Spahr, Adriano Bernini, Pauline Ducouret, Christoph Baumgartner, Johannes P Koren, David A Atienza

Epilepsia· September 2025

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FADE: Forecasting for anomaly detection on ECG.
Paula Ruiz-Barroso, Francisco M Castro, José Miranda, Denisa-Andreea Constantinescu, David Atienza

Comput Methods Programs Biomed· July 2025

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Benchmark of EEG-based seizure detection algorithms with SzCORE.
Clement Samanos, Jonathan Dan, David Atienza

Annu Int Conf IEEE Eng Med Biol Soc· July 2025

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Cough-E: A multimodal, privacy-preserving cough detection algorithm for the edge.
Stefano Albini, Lara Orlandic, Jonathan Dan, Jerome Thevenot, Tomas Teijeiro, David Atienza

IEEE J Biomed Health Inform· June 2025

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KID-PPG: Knowledge Informed Deep Learning for Extracting Heart Rate From a Smartwatch.
Christodoulos Kechris, Jonathan Dan, Jose Miranda, David Atienza

IEEE Trans Biomed Eng· March 2025

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ACE: Automated Optimization Towards Iterative Classification in Edge Health Monitors.
Yuxuan Wang, Lara Orlandic, Simone Machetti, Giovanni Ansaloni, David Atienza

IEEE Trans Biomed Circuits Syst· February 2025

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Acoustical features as knee health biomarkers: A critical analysis.
Christodoulos Kechris, Jerome Thevenot, Tomas Teijeiro, Vincent A Stadelmann, Nicola A Maffiuletti, David Atienza

Artif Intell Med· December 2024

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TEE4EHR: Transformer event encoder for better representation learning in electronic health records.
Hojjat Karami, David Atienza, Anisoara Ionescu

Artif Intell Med· August 2024

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Resource-Efficient Continual Learning for Personalized Online Seizure Detection.
Amirhossein Shahbazinia, Flavio Ponzina, Jose A Miranda, Jonathan Dan, Giovanni Ansaloni, David Atienza

Annu Int Conf IEEE Eng Med Biol Soc· July 2024

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Combining general and personal models for epilepsy detection with hyperdimensional computing.
Una Pale, Tomas Teijeiro, Sylvain Rheims, Philippe Ryvlin, David Atienza

Artif Intell Med· February 2024

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Personalized seizure signature: An interpretable approach to false alarm reduction for long-term epileptic seizure detection.
Dionisije Sopic, Tomas Teijeiro, David Atienza, Amir Aminifar, Philippe Ryvlin

Epilepsia· December 2023

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A semi-supervised algorithm for improving the consistency of crowdsourced datasets: The COVID-19 case study on respiratory disorder classification.
Lara Orlandic, Tomas Teijeiro, David Atienza

Comput Methods Programs Biomed· November 2023

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Event-based sampled ECG morphology reconstruction through self-similarity.
Silvio Zanoli, Giovanni Ansaloni, Tomás Teijeiro, David Atienza

Comput Methods Programs Biomed· October 2023

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A Multimodal Dataset for Automatic Edge-AI Cough Detection.
Lara Orlandic, Jerome Thevenot, Tomas Teijeiro, David Atienza

Annu Int Conf IEEE Eng Med Biol Soc· July 2023

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Importance of methodological choices in data manipulation for validating epileptic seizure detection models.
Una Pale, Tomas Teijeiro, David Atienza

Annu Int Conf IEEE Eng Med Biol Soc· July 2023

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Adaptive R-Peak Detection on Wearable ECG Sensors for High-Intensity Exercise.
Elisabetta De Giovanni, Tomas Teijeiro, Gregoire P Millet, David Atienza

IEEE Trans Biomed Eng· March 2023

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M2D2: Maximum-Mean-Discrepancy Decoder for Temporal Localization of Epileptic Brain Activities.
Alireza Amirshahi, Anthony Thomas, Amir Aminifar, Tajana Rosing, David Atienza

IEEE J Biomed Health Inform· January 2023

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Machine-Learning Based Monitoring of Cognitive Workload in Rescue Missions With Drones.
Fabio DellrAgnola, Ping-Keng Jao, Adriana Arza, Ricardo Chavarriaga, Jose Del R Millan, David Atienza

IEEE J Biomed Health Inform· September 2022

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Using Algorithmic Transformations and Sensitivity Analysis to Unleash Approximations in CNNs at the Edge.
Flavio Ponzina, Giovanni Ansaloni, Miguel Peón-Quirós, David Atienza

Micromachines (Basel)· July 2022

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Exploration of Hyperdimensional Computing Strategies for Enhanced Learning on Epileptic Seizure Detection.
Una Pale, Tomas Teijeiro, David Atienza

Annu Int Conf IEEE Eng Med Biol Soc· July 2022

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Multi-Centroid Hyperdimensional Computing Approach for Epileptic Seizure Detection.
Una Pale, Tomas Teijeiro, David Atienza

Front Neurol· March 2022

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Systematic Assessment of Hyperdimensional Computing for Epileptic Seizure Detection.
Una Pale, Tomas Teijeiro, David Atienza

Annu Int Conf IEEE Eng Med Biol Soc· November 2021

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