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Alnes, Sigurd L; Bächlin, Lea Z M; Schindler, Kaspar; Tzovara, Athina (2024). Neural complexity and the spectral slope characterise auditory processing in wakefulness and sleep. European journal of neuroscience, 59(5), pp. 822-841. Wiley 10.1111/ejn.16203
Tzovara, Athina; Fedele, Tommaso; Sarnthein, Johannes; Ledergerber, Debora; Lin, Jack J; Knight, Robert T (2024). Predictable and unpredictable deviance detection in the human hippocampus and amygdala. Cerebral cortex, 34(2) Oxford University Press 10.1093/cercor/bhad532
Aellen, Florence M; van der Meer, Julia; Dietmann, Anelia; Schmidt, Markus; Bassetti, Claudio L A; Tzovara, Athina (2024). Disentangling the complex landscape of sleep-wake disorders with data-driven phenotyping: A study of the Bernese center. European journal of neurology, 31(1), e16026. Wiley 10.1111/ene.16026
Göktepe-Kavis, Pinar; Aellen, Florence M.; Alnes, Sigurd L.; Tzovara, Athina (2024). Sleep research in the era of AI. Clinical and translational neuroscience, 8(1) MDPI 10.3390/ctn8010013
Monachino, Giuliana; Zanchi, Beatrice; Fiorillo, Luigi; Conte, Giulio; Auricchio, Angelo; Tzovara, Athina; Faraci, Francesca Dalia (2023). Deep Generative Models: The winning key for large and easily accessible ECG datasets? Computers in biology and medicine, 167(107655), p. 107655. Pergamon 10.1016/j.compbiomed.2023.107655
Cusinato, Riccardo; Alnes, Sigurd L; van Maren, Ellen; Boccalaro, Ida; Ledergerber, Debora; Adamantidis, Antoine; Imbach, Lukas L; Schindler, Kaspar; Baud, Maxime O; Tzovara, Athina (2023). Intrinsic neural timescales in the temporal lobe support an auditory processing hierarchy. The Journal of neuroscience, 43(20), pp. 3696-3707. Society for Neuroscience 10.1523/JNEUROSCI.1941-22.2023
Fiorillo, 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 (2023). U-Sleep's resilience to AASM guidelines. NPJ digital medicine, 6(1), p. 33. Nature Publishing Group 10.1038/s41746-023-00784-0
Aellen, Florence M; Alnes, Sigurd L; Loosli, Fabian; Rossetti, Andrea O; Zubler, Frédéric; De Lucia, Marzia; Tzovara, Athina (2023). Auditory stimulation and deep learning predict awakening from coma after cardiac arrest. Brain : a journal of neurology, 146(2), pp. 778-788. Oxford University Press 10.1093/brain/awac340
Zubler, Frederic; Tzovara, Athina (2023). Deep learning for EEG-based prognostication after cardiac arrest: from current research to future clinical applications. Frontiers in neurology, 14(1183810), p. 1183810. Frontiers Media S.A. 10.3389/fneur.2023.1183810
Deng, Yihan; van der Meer, Julia; Tzovara, Athina; Schmidt, Markus; Bassetti, Claudio L. A.; Denecke, Kerstin (2023). Analysis of Semantic Drifting in Diagnostic Texts for Sleep Disorders. In: 2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS) (pp. 726-729). IEEE 10.1109/CBMS58004.2023.00308
Aellen, F; van der Meer, J; Dietmann, A; Schmidt, M; Bassetti, C L A; Tzovara, A (2022). The Bern Sleep Database: Clustering of Patients with Sleep Disorders. Sleep medicine, 100, S106. Elsevier 10.1016/j.sleep.2022.05.295
Gnarra, O; van der Meer, J; Warncke, J; Wenz, E; Fragolente, L.; Khatami, R; Schindler, K; Tzovara, A; Schmidt, M H; Bassetti, C L (2022). SPHYNCS: Longterm monitoring with Fitbit in patients with narcolepsy and its borderland. Sleep medicine, 100, S105-S106. Elsevier 10.1016/j.sleep.2022.05.294
Ojala, Karita E; Tzovara, Athina; Poser, Benedikt A; Lutti, Antoine; Bach, Dominik R (2022). Asymmetric representation of aversive prediction errors in Pavlovian threat conditioning. NeuroImage, 263, p. 119579. Elsevier 10.1016/j.neuroimage.2022.119579
Cusinato, Riccardo; Alnes, Sigurd L; van Maren, Ellen; Boccalaro, Ida; Ledergerber, Debora; Adamantidis, Antoine; Imbach, Lukas L; Schindler, Kaspar; Baud, Maxime O; Tzovara, Athina (28 September 2022). Intrinsic neural timescales in the temporal lobe support an auditory processing hierarchy (In Press) (bioRxiv). Cold Spring Harbor Laboratory 10.1101/2022.09.27.509695
Fiorillo, Luigi; Monachino, Giuliana; van der Meer, Julia; Pesce, Marco; Warncke, Jan; Schmidt, Markus H.; Bassetti, Claudio L. A.; Tzovara, Athina; Favaro, Paolo; Faraci, Francesca D. (September 2022). U-Sleep: resilient to AASM guidelines (arXiv). Cornell University
Alnes, Sigurd L.; Lucia, Marzia De; Rossetti, Andrea O; Tzovara, Athina (2021). Complementary roles of neural synchrony and complexity for indexing consciousness and chances of surviving in acute coma. NeuroImage, 245(118638), p. 118638. Elsevier 10.1016/j.neuroimage.2021.118638
Aellen, Florence Marcelle; Göktepe, Pinar; Apostolopoulos, Stefanos; Tzovara, Athina (2021). Convolutional neural networks for decoding electroencephalography responses and visualizing trial by trial changes in discriminant features. Journal of neuroscience methods, 364, p. 109367. Elsevier 10.1016/j.jneumeth.2021.109367
Norori, Natalia; Hu, Qiyang; Aellen, Florence Marcelle; Faraci, Francesca Dalia; Tzovara, Athina (2021). Addressing bias in big data and AI for health care: A call for open science. Patterns, 2(10), p. 100347. Cell Press 10.1016/j.patter.2021.100347
Dietmann, Anelia; Wenzel, 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; ... (2021). The Swiss Primary Hypersomnolence and Narcolepsy Cohort study (SPHYNCS): Study protocol for a prospective, multicentre cohort observational study. Journal of sleep research, 30(5), e13296. Wiley 10.1111/jsr.13296
Tivadar, Ruxandra I.; Knight, Robert T; Tzovara, Athina (2021). Automatic Sensory Predictions: A Review of Predictive Mechanisms in the Brain and Their Link to Conscious Processing. Frontiers in human neuroscience, 15(702520), p. 702520. Frontiers Research Foundation 10.3389/fnhum.2021.702520
Llorens, Anaïs; Tzovara, Athina; Bellier, Ludovic; Bhaya-Grossman, Ilina; Bidet-Caulet, Aurélie; 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; ... (2021). Gender bias in academia: A lifetime problem that needs solutions. Neuron, 109(13), pp. 2047-2074. Cell Press 10.1016/j.neuron.2021.06.002
Tzovara, Athina; Amarreh, Ishmael; Borghesani, Valentina; Chakravarty, MM; DuPre, E; Grefkes, C; Haugg, A; Jollans, L; Lee, HW; Newman, SD; Olsen, RK; Ratnanather, JT; Rippon, G; Uddin, LQ; Vega, MLB; Veldsman, M; White, T; Badhwar, A (2021). Embracing diversity and inclusivity in an academic setting: Insights from the Organization for Human Brain Mapping. NeuroImage, 229(117742), p. 117742. Elsevier 10.1016/j.neuroimage.2021.117742
Schindler, Kaspar A.; Nef, Tobias; Baud, Maxime; Tzovara, Athina; Yilmaz, Gürkan; Tinkhauser, Gerd; Gerber, Stephan M.; Gnarra, Oriella; Warncke, Jan D.; Schütz, Narayan; Knobel, Samuel E. J.; Schmidt, Markus H.; Krack, Paul; Fröhlich, Flavio; Sznitman, Raphael; Rothen, Simon; Bassetti, Claudio L.A. (2021). NeuroTec Sitem-Insel Bern: Closing the Last Mile in Neurology. Clinical and translational neuroscience, 5(2), p. 13. MDPI 10.3390/ctn5020013
Johnson, Elizabeth; Kam, Julia; Tzovara, Athina; Knight, Robert T (2020). Insights into human cognition from intracranial EEG: A review of audition, memory, internal cognition, and causality. Journal of neural engineering, 17(5), 051001. IOP Publishing 10.1088/1741-2552/abb7a5
Fedele, Tommaso; Tzovara, Athina; Steiger, Bettina; Hilfiker, Peter; Grunwald, Thomas; Stieglitz, Lennart; Jokeit, Hennric; Sarthein, Johannes (2020). The relation between neuronal firing, local field potentials and hemodynamic activity in the human amygdala in response to aversive dynamic visual stimuli. NeuroImage, 213, p. 116705. Elsevier 10.1016/j.neuroimage.2020.116705
Castegnetti, Giuseppe; Tzovara, Athina; Khemka, Saurabh; Melinščak, Filip; Barnes, Gareth R.; Dolan, Raymond J.; Bach, Dominik R. (2020). Representation of probabilistic outcomes during risky decision-making. Nature Communications, 11(1), p. 2419. Springer Nature 10.1038/s41467-020-16202-y
Ojala, Karita; Tzovara, Athina; Poser, Benedikt A.; Lutti, Antoine; Bach, Dominik R. (2020). Asymmetric representation of aversive prediction errors in Pavlovian threat conditioning (bioRxiv). Cold Spring Harbor Laboratory 10.1101/2020.07.10.197665
