Athina Tzovara

According to our database, Athina Tzovara authored at least 23 papers between 2012 and 2026.

Collaborative distances:

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

2026

Comorbidity Classification from Clinical Free-Text using Large Language Models: Application to Sleep Disorder Patients.

Yihan Deng, Fabio Dennstädt, Irina Filchenko, Julia van der Meer, Xiaoli Yang, Markus H. Schmidt, Claudio L. A. Bassetti, Athina Tzovara, Kerstin Denecke

J. Medical Syst., December, 2026

SLEEPYLAND: trust begins with fair evaluation of automatic sleep staging models.

Alvise Dei Rossi, Matteo Metaldi, Michal Bechny, Irina Filchenko, Julia van der Meer, Markus H. Schmidt, Claudio L. A. Bassetti, Athina Tzovara, Francesca D. Faraci, Luigi Fiorillo

npj Digit. Medicine, 2026

2025

Sleep staging through an unsupervised learning lens.

Alexandros Christopoulos, Athina Tzovara

Patterns, 2025

Designing digital health interventions with causal inference and multi-armed bandits: a review.

Radoslava Svihrová, Alvise Dei Rossi, Davide Marzorati, Athina Tzovara, Francesca Dalia Faraci

Frontiers Digit. Health, 2025

Toward burnout prevention with Bayesian mixed-effects regression analysis of longitudinal data from wearables: a preliminary study.

Radoslava Svihrová, Davide Marzorati, Michal Bechný, Max Grossenbacher, Yuriy Ilchenko, Jürg Grossenbacher, Athina Tzovara, Francesca Dalia Faraci

Frontiers Digit. Health, 2025

Synthetic ECG signals generation: A scoping review.

Beatrice Zanchi, Giuliana Monachino, Luigi Fiorillo, Giulio Conte, Angelo Auricchio, Athina Tzovara, Francesca D. Faraci

Comput. Biol. Medicine, 2025

2024

Comparison analysis between standard polysomnographic data and in-ear-EEG signals: A preliminary study.

Gianpaolo Palo, Luigi Fiorillo, Giuliana Monachino, Michal Bechny, Mark Melnykowycz, Athina Tzovara, Valentina Agostini, Francesca Dalia Faraci

CoRR, 2024

Framework for Algorithmic Bias Quantification and its Application to Automated Sleep Scoring.

Michal Bechny, Giuliana Monachino, Luigi Fiorillo, Julia van der Meer, Markus H. Schmidt, Claudio L. A. Bassetti, Athina Tzovara, Francesca D. Faraci

Proceedings of the 11th IEEE Swiss Conference on Data Science, 2024

2023

Deep Generative Models: The winning key for large and easily accessible ECG datasets?

Giuliana Monachino, Beatrice Zanchi, Luigi Fiorillo, Giulio Conte, Angelo Auricchio, Athina Tzovara, Francesca Dalia Faraci

Comput. Biol. Medicine, December, 2023

U-Sleep's resilience to AASM guidelines.

Luigi Fiorillo, Giuliana Monachino, Julia van der Meer, Marco Pesce, Jan D. Warncke, Markus H. Schmidt, Claudio L. A. Bassetti, Athina Tzovara, Paolo Favaro, Francesca D. Faraci

npj Digit. Medicine, 2023

Bridging AI and Clinical Practice: Integrating Automated Sleep Scoring Algorithm with Uncertainty-Guided Physician Review.

Michal Bechny, Giuliana Monachino, Luigi Fiorillo, Julia van der Meer, Markus H. Schmidt, Claudio L. A. Bassetti, Athina Tzovara, Francesca D. Faraci

CoRR, 2023

Analysis of Semantic Drifting in Diagnostic Texts for Sleep Disorders.

Yihan Deng, Julia van der Meer, Athina Tzovara, Markus H. Schmidt, Claudio L. A. Bassetti, Kerstin Denecke

Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023

2022

Asymmetric representation of aversive prediction errors in Pavlovian threat conditioning.

Karita E. Ojala, Athina Tzovara, Benedikt A. Poser, Antoine Lutti, Dominik R. Bach

NeuroImage, 2022

U-Sleep: resilient to AASM guidelines.

Luigi Fiorillo, Giuliana Monachino, Julia van der Meer, Marco Pesce, Jan D. Warncke, Markus H. Schmidt, Claudio L. A. Bassetti, Athina Tzovara, Paolo Favaro, Francesca D. Faraci

CoRR, 2022

2021

Addressing bias in big data and AI for health care: A call for open science.

Natalia Norori, Qiyang Hu, Florence Marcelle Aellen, Francesca Dalia Faraci, Athina Tzovara

Patterns, 2021

Embracing diversity and inclusivity in an academic setting: Insights from the Organization for Human Brain Mapping.

Athina Tzovara, Ishmael Amarreh, Valentina Borghesani, M. Mallar Chakravarty, Elizabeth Dupre, Christian Grefkes, Amelie Haugg, Lee Jollans, Hyang Woon Lee, Sharlene D. Newman, Rosanna K. Olsen, J. Tilak Ratnanather, Gina Rippon, Lucina Q. Uddin, Maria L. Bringas-Vega, Michele Veldsman, Tonya White, AmanPreet Badhwar

NeuroImage, 2021

Complementary roles of neural synchrony and complexity for indexing consciousness and chances of surviving in acute coma.

Sigurd L. Alnes, Marzia De Lucia, Andrea O. Rossetti, Athina Tzovara

NeuroImage, 2021

2020

The relation between neuronal firing, local field potentials and hemodynamic activity in the human amygdala in response to aversive dynamic visual stimuli.

Tommaso Fedele, Athina Tzovara, Bettina Steiger, Peter Hilfiker, Thomas Grunwald, Lennart Stieglitz, Hennric Jokeit, Johannes Sarnthein

NeuroImage, 2020

2016

Evidence of trace conditioning in comatose patients revealed by the reactivation of EEG responses to alerting sounds.

Elsa Juan, Nathalie Ata Nguepnjo Nguissi, Athina Tzovara, Dragana Viceic, Marco Rusca, Mauro Oddo, Andrea O. Rossetti, Marzia De Lucia

NeuroImage, 2016

2015

Experience-based Auditory Predictions Modulate Brain Activity to Silence as Do Real Sounds.

Leila Chouiter, Athina Tzovara, Sebastian Dieguez, Jean-Marie Annoni, David Magezi, Marzia De Lucia, Lucas Spierer

J. Cogn. Neurosci., 2015

2012

Decoding stimulus-related information from single-trial EEG responses based on voltage topographies.

Athina Tzovara, Micah M. Murray, Gijs Plomp, Michael H. Herzog, Christoph M. Michel, Marzia De Lucia

Pattern Recognit., 2012

The timing of exploratory decision-making revealed by single-trial topographic EEGanalyses.

Athina Tzovara, Micah M. Murray, Nicolas Bourdaud, Ricardo Chavarriaga, José del R. Millán, Marzia De Lucia

NeuroImage, 2012

Auditory perceptual decision-making based on semantic categorization of environmental sounds.

Marzia De Lucia, Athina Tzovara, Fosco Bernasconi, Lucas Spierer, Micah M. Murray

NeuroImage, 2012