ICUCockpit Research Group by University Hospital Zurich and University of Zurich
member portrait Una Pale Postdoctoral Researcher University Hospital Zürich (USZ), University of Zürich (UZH)
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In 2023 I completed my PhD at EPFL (École Polytechnique Fédérale de Lausanne), where I focused on using hyperdimensional computing to detect epileptic seizures from EEG signals. Prior to this, I worked on topics of neurorehabilitation, working with techniques such as transcranial direct current stimulation (tDCS) and transcranial magnetic stimulation (TMS) to improve stroke recovery and motor learning.

2024

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, …, Adriano Bernini, Luca Benini, Sándor Beniczky, David Atienza, Philippe Ryvlin
Epilepsia  ·  18 Sep 2024  ·  doi:10.1111/epi.18113
Strengthening Croatian-UK Research Ties through Network, Collaborations and Initiatives for Scientific Diaspora
Una Pale, Luka Savić, Filip Novkoski
Center for Open Science  ·  27 Jun 2024  ·  doi:10.31219/osf.io/y592t
“How to Bridge the Gap”: Empowering Early-Career Scientists to Navigate the Science-Policy Interface—Conclusions from a Summer School
Lucie Chanvillard, Pauline Franz, Matteo Grasso, Una Pale, Perrine Robin
Journal of Science Policy & Governance  ·  29 Apr 2024  ·  doi:10.38126/JSPG240104
Combining general and personal models for epilepsy detection with hyperdimensional computing
Una Pale, Tomas Teijeiro, Sylvain Rheims, Philippe Ryvlin, David Atienza
Artificial Intelligence in Medicine  ·  01 Feb 2024  ·  doi:10.1016/j.artmed.2023.102754

2022

Approximate zero-crossing: a new interpretable, highly discriminative and low-complexity feature for EEG and iEEG seizure detection
R Zanetti, U Pale, T Teijeiro, D Atienza
Journal of Neural Engineering  ·  25 Nov 2022  ·  doi:10.1088/1741-2552/aca1e4
HDTorch
William Andrew Simon, Una Pale, Tomas Teijeiro, David Atienza
Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design  ·  30 Oct 2022  ·  doi:10.1145/3508352.3549475
Multi-Centroid Hyperdimensional Computing Approach for Epileptic Seizure Detection
Una Pale, Tomas Teijeiro, David Atienza
Frontiers in Neurology  ·  31 Mar 2022  ·  doi:10.3389/fneur.2022.816294
Hyperdimensional computing encoding for feature selection on the use case of epileptic seizure detection
Una Pale, Tomas Teijeiro, David Atienza
arXiv  ·  01 Jan 2022  ·  doi:10.48550/ARXIV.2205.07654
HDTorch: Accelerating Hyperdimensional Computing with GP-GPUs for Design Space Exploration
William Andrew Simon, Una Pale, Tomas Teijeiro, David Atienza
arXiv  ·  01 Jan 2022  ·  doi:10.48550/ARXIV.2206.04746
Exploration of Hyperdimensional Computing Strategies for Enhanced Learning on Epileptic Seizure Detection
Una Pale, Tomas Teijeiro, David Atienza
arXiv  ·  01 Jan 2022  ·  doi:10.48550/ARXIV.2201.09759

2021

Systematic Assessment of Hyperdimensional Computing for Epileptic Seizure Detection
Una Pale, Tomas Teijeiro, David Atienza
2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)  ·  01 Nov 2021  ·  doi:10.1109/embc46164.2021.9629648
ReBeatICG: Real-time Low-Complexity Beat-to-beat Impedance Cardiogram Delineation Algorithm
Una Pale, Nathan Muller, Adriana Arza, David Atienza
2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)  ·  01 Nov 2021  ·  doi:10.1109/embc46164.2021.9630170
MBioTracker: Multimodal Self-Aware Bio-Monitoring Wearable System for Online Workload Detection
Fabio DellrAgnola, Una Pale, Rodrigo Marino, Adriana Arza, David Atienza
IEEE Transactions on Biomedical Circuits and Systems  ·  01 Oct 2021  ·  doi:10.1109/tbcas.2021.3110317
ReBeatICG database
Una Pale, David Meier, Olivier Müller, Adriana Arza Valdes, David Atienza Alonso
Zenodo  ·  28 Apr 2021  ·  doi:10.5281/ZENODO.4725433

2020

Variability of Muscle Synergies in Hand Grasps: Analysis of Intra- and Inter-Session Data
Una Pale, Manfredo Atzori, Henning Müller, Alessandro Scano
Sensors  ·  01 Aug 2020  ·  doi:10.3390/s20154297

2016

Heart rate variability analysis using different wavelet transformations
Una Pale, Florian Thurk, Eugenijus Kaniusas
2016 39th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO)  ·  01 May 2016  ·  doi:10.1109/mipro.2016.7522403

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