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Athina Tzovara

University of Bern

27H-index
173Paper Count
2.8KCitation Count
Published Papers 33
Publication Date
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Machine Learning for Diagnosis and Differentiation of Central Disorders of Hypersomnolence: A Systematic Review
errEuropean Journal of Neurology
IF3.9
err2026-06-04
err0
errOAAI
errAnnina Helmy; Livia G. Fregolente; Marc von Gernler; Rafael Morand; Julia van der Meer; Markus Schmidt; Stavroula Mougiakakou; Athina Tzovara; Claudio L. A. Bassetti
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Directed cortico-limbic dialogue in the human brain
errNature Communications
IF15.7
err2026-02-02
err0
errOAAI
errEllen van Maren; Camille G. Mignardot; Roland Widmer; Cecilia Friedrichs-Maeder; Juan Ansó; Päivi Nevalainen; Markus Fuchs; Claudio Pollo; Athina Tzovara; Timothée Proix; Kaspar A. Schindler; Maxime O. Baud
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errSave
SLEEPYLAND: trust begins with fair evaluation of automatic sleep staging models
errnpj Digital Medicine
IF15.1
err2025-12-16
err0
errOAAI
errAlvise 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
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What does my network learn? Assessing interpretability of deep learning for EEG
errImaging Neuroscience
IF0
err2025-12-02
err0
errOAAI
errGoktepe-Kavis, Pinar; Aellen, Florence M.; Alnes, Sigurd L.; Tzovara, Athina
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errSave
Auditory responses in the temporal lobe are modulated by slow waves of sleep
errProgress in Neurobiology
IF6.1
err2025-10-25
err0
errOAAI
errSigurd L. Alnes; Ellen van Maren; Camille G. Mignardot; Ida Boccalaro; Thea Waldleben; Debora Ledergerber; Lennart H. Stieglitz; Markus Schmidt; Antoine Adamantidis; Lukas L. Imbach; Kaspar Schindler; Maxime O. Baud; Athina Tzovara
errShare
errSave
Decoding reveals the neural representation of perceived and imagined musical sounds (vol 22, e3002858, 2024)
errPLOS BIOLOGY
IF7.2
err2025-10-17
err0
errOAAI
errQuiroga-Martinez, David R.; Fernandez Rubio, Gemma; Bonetti, Leonardo; Achyutuni, Kriti G.; Tzovara, Athina; Knight, Robert T.; Vuust, Peter
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errSave
Toward burnout prevention with Bayesian mixed-effects regression analysis of longitudinal data from wearables: a preliminary study
errFrontiers in Digital Health
IF3.8
err2025-08-29
err0
errOAAI
errRadoslava Švihrová; Davide Marzorati; Michal Bechný; Max Grossenbacher; Yuriy Ilchenko; Jürg Grossenbacher; Athina Tzovara; Francesca Dalia Faraci
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errSave
Novel digital markers of sleep dynamics: causal inference approach revealing age and gender phenotypes in obstructive sleep apnea
errSCIENTIFIC REPORTS
IF3.9
err2025-04-08
err0
errOAAI
errBechny, Michal; Kishi, Akifumi; Fiorillo, Luigi; van der Meer, Julia; Schmidt, Markus; Bassetti, Claudio; Tzovara, Athina; Faraci, Francesca
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errSave
Temporal dynamics of neural synchrony and complexity of auditory EEG responses in posthypoxic ischemic coma
errRESUSCITATION
IF4.6
err2025-03-01
err0
PREAI
errAlnes, Sigurd L.; Aellen, Florence M.; Rusterholz, Thomas; Pelentritou, Andria; Hanggi, Matthias; Rossetti, Andrea O.; Zubler, Frederic; De Lucia, Marzia; Tzovara, Athina
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Variability and predictability in human sleep
errBRAIN COMMUNICATIONS
IF4.5
err2025-01-01
err0
errOAAI
errLeguia, Marc G.; Jaehnig, Christoph; van Maren, Ellen; Friedrichs-Maeder, Cecilia; Duun-Henriksen, Jonas; Kjaer, Troels Wesenberg; Tzovara, Athina; Schindler, Kaspar; Gutierrez Herrera, Carolina; Adamantidis, Antoine R.; Schmidt, Markus H.; Baud, Maxime O.
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errSave
Complex auditory regularity processing across levels of consciousness in coma: Stage 1 Registered Report
errBRAIN COMMUNICATIONS
IF4.5
err2024-12-21
err0
errOAAI
errPelentritou, Andria; Cataldi, Jacinthe; Zubler, Frederic; Iten, Manuela; Haenggi, Matthias; Ben-Hamouda, Nawfel; Rossetti, Andrea O.; Tzovara, Athina; De Lucia, Marzia
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errSave
Feasibility, Safety, and Performance of Full-Head Subscalp EEG Using Minimally Invasive Electrode Implantation
errNEUROLOGY
IF8.5
err2024-06-25
err1
PREAI
errvan Maren, Ellen; Alnes, Sigurd L.; da Cruz, Janir Ramos; Sobolewski, Aleksander; Friedrichs-Maeder, Cecilia; Wohler, Katharina; Barlatey, Sabry L.; Feruglio, Sandy; Fuchs, Markus; Vlachos, Ioannis; Zimmermann, Jonas; Bertolote, Tiago; Z'Graggen, Werner J.; Tzovara, Athina; Donoghue, John; Kouvas, George; Schindler, Kaspar; Pollo, Claudio; Baud, Maxime O.
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errSave
Bridging AI and Clinical Practice: Integrating Automated Sleep Scoring Algorithm with Uncertainty-Guided Physician Review
errNATURE AND SCIENCE OF SLEEP
IF3.4
err2024-05-01
err1
errOAAI
errBechny, Michal; Monachino, Giuliana; Fiorillo, Luigi; van der Meer, Julia; Schmidt, Markus H.; Bassetti, Claudio L. A.; Tzovara, Athina; Faraci, Francesca
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errSave
Deep Generative Models: The winning key for large and easily accessible ECG datasets?
errCOMPUTERS IN BIOLOGY AND MEDICINE
IF6.3
err2023-12-01
err2
errOAAI
errMonachino, Giuliana; Zanchi, Beatrice; Fiorillo, Luigi; Conte, Giulio; Auricchio, Angelo; Tzovara, Athina; Faraci, Francesca Dalia
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errSave
U-Sleep's resilience to AASM guidelines
errNPJ DIGITAL MEDICINE
IF15.1
err2023-03-06
err18
errOAAI
errFiorillo, Luigi; Monachino, Giuliana; van der Meer, Julia; Pesce, Marco; Warncke, Jan D.; Schmidt, Markus H.; Bassetti, Claudio L. A.; Tzovara, Athina; Favaro, Paolo; Faraci, Francesca D.
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errSave
Auditory stimulation and deep learning predict awakening from coma after cardiac arrest
errBRAIN
IF11.7
err2023-01-13
err15
errOAAI
errAellen, Florence M.; Alnes, Sigurd L.; Loosli, Fabian; Rossetti, Andrea O.; Zubler, Frederic; De Lucia, Marzia; Tzovara, Athina
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errSave
Addressing bias in big data and AI for health care: A call for open science
errPATTERNS
IF7.4
err2021-10-01
err192
errOAAI
errNorori, Natalia; Hu, Qiyang; Aellen, Florence Marcelle; Faraci, Francesca Dalia; Tzovara, Athina
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errSave
Gender bias in academia: A lifetime problem that needs solutions
errNEURON
IF15
err2021-07-01
err145
errOAAI
errLlorens, Anais; Tzovara, Athina; Bellier, Ludovic; Bhaya-Grossman, Ilina; Bidet-Caulet, Aurelie; Chang, William K.; Cross, Zachariah R.; Dominguez-Faus, Rosa; Flinker, Adeen; Fonken, Yvonne; Gorenstein, Mark A.; Holdgraf, Chris; Hoy, Colin W.; Ivanova, Maria, V; Jimenez, Richard T.; Jun, Soyeon; Kam, Julia W. Y.; Kidd, Celeste; Marcelle, Enitan; Marciano, Deborah; Martin, Stephanie; Myers, Nicholas E.; Ojala, Karita; Perry, Anat; Pinheiro-Chagas, Pedro; Ries, Stephanie K.; Saez, Ignacio; Skelin, Ivan; Slama, Katarina; Staveland, Brooke; Bassett, Danielle S.; Buffalo, Elizabeth A.; Fairhall, Adrienne L.; Kopell, Nancy J.; Kray, Laura J.; Lin, Jack J.; Nobre, Anna C.; Riley, Dylan; Solbakk, Anne-Kristin; Wallis, Joni D.; Wang, Xiao-Jing; Yuval-Greenberg, Shlomit; Kastner, Sabine; Knight, Robert T.; Dronkers, Nina F.
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The Swiss Primary Hypersomnolence and Narcolepsy Cohort study (SPHYNCS): Study protocol for a prospective, multicentre cohort observational study
errJOURNAL OF SLEEP RESEARCH
IF3.9
err2021-04-04
err15
errOAAI
errDietmann, Anelia; Wenz, Elena; van Der Meer, Julia; Ringli, Maya; Warncke, Jan D.; Edwards, Ellen; Schmidt, Markus H.; Bernasconi, Corrado A.; Nirkko, Arto; Strub, Mathias; Miano, Silvia; Manconi, Mauro; Acker, Jens; von Manitius, Sigrid; Baumann, Christian R.; Valko, Philip O.; Yilmaz, Bahtiyar; Brunner, Andreas-David; Tzovara, Athina; Zhang, Zhongxing; Largiader, Carlo R.; Tafti, Mehdi; Latorre, Daniela; Sallusto, Federica; Khatami, Ramin; Bassetti, Claudio L. A.
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Insights into human cognition from intracranial EEG: A review of audition, memory, internal cognition, and causality
errJOURNAL OF NEURAL ENGINEERING
IF3.8
err2020-10-08
err37
errOAAI
errJohnson, Elizabeth L.; Kam, Julia W. Y.; Tzovara, Athina; Knight, Robert T.
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Research Directions

No research directions
Co-authors
Cooperation Journals
R
Raymond J. Dolan
H-index: 213 · Papers: 1.3K
F
Federica Sallusto
H-index: 119 · Papers: 409
R
Robert T. Knight
H-index: 114 · Papers: 557
D
Danielle S. Bassett
H-index: 108 · Papers: 741
C
Claudio L. Bassetti
H-index: 107 · Papers: 953
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