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)

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)

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)

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)

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)

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)

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)

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; et al. (NeuroImage, 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)

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)

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)

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 (CBMS, 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)

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)

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, 2023)

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 (SDS, 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)

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)

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 (CoRR, 2025)