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2020 – today
- 2026
[j2]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:
SLEEPYLAND: trust begins with fair evaluation of automatic sleep staging models. npj Digit. Medicine 9(1) (2026)- [i4]Robin Deuber, Lanlan Yang, Michal Bechny, Christoph Heck, Matthias Pfäffli, Matthias Bantle, Florian von Wangenheim, Elgar Fleisch, Wolfgang Weinmann, Manuel Günther, Felix Wortmann, Varun Mishra:
Detecting Drunk Driving Using Off-the-Shelf Smartwatches. CoRR abs/2605.23663 (2026) - 2025
- [j1]Radoslava Svihrová, Davide Marzorati, Michal Bechný, Max Grossenbacher, Yuriy Ilchenko, Jürg Grossenbacher, Athina Tzovara, Francesca Dalia Faraci:
Toward burnout prevention with Bayesian mixed-effects regression analysis of longitudinal data from wearables: a preliminary study. Frontiers Digit. Health 7 (2025) - [c5]Michal Bechny, Marco Scutari, Julia van der Meer, Francesca D. Faraci, Stéphane Meystre, Benjamin H. Natelson, Akifumi Kishi:
Unveiling Sleep Dysregulation in Chronic Fatigue Syndrome with and Without Fibromyalgia Through Bayesian Networks. AIME (1) 2025: 33-43 - [i3]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:
SLEEPYLAND: trust begins with fair evaluation of automatic sleep staging models. CoRR abs/2506.08574 (2025) - 2024
- [c4]Alvise Dei Rossi, Davide Marzorati, Radoslava Svihrová, Michal Bechny, Silvia Santini, Francesca Faraci:
Modeling Perceived Sleep Quality Through Objective and Subjective Data. ACII (Workshops and Demos) 2024: 218-221 - [c3]Michal Bechny, Giuliana Monachino, Luigi Fiorillo, Julia van der Meer, Markus H. Schmidt, Claudio L. A. Bassetti, Athina Tzovara, Francesca D. Faraci:
Framework for Algorithmic Bias Quantification and its Application to Automated Sleep Scoring. SDS 2024: 250-253 - [i2]Gianpaolo Palo, Luigi Fiorillo, Giuliana Monachino, Michal Bechny, Mark Melnykowycz, Athina Tzovara, Valentina Agostini, Francesca Dalia Faraci:
Comparison analysis between standard polysomnographic data and in-ear-EEG signals: A preliminary study. CoRR abs/2401.10107 (2024) - 2023
- [i1]Michal Bechny, Giuliana Monachino, Luigi Fiorillo, Julia van der Meer, Markus H. Schmidt, Claudio L. A. Bassetti, Athina Tzovara, Francesca D. Faraci:
Bridging AI and Clinical Practice: Integrating Automated Sleep Scoring Algorithm with Uncertainty-Guided Physician Review. CoRR abs/2312.14996 (2023) - 2021
- [c2]Michal Bechný, Johannes Himmelbauer:
Unsupervised approach for online outlier detection in industrial process data. ISM 2021: 257-266 - [c1]Michal Bechny, Florian Sobieczky, Jürgen Zeindl, Lisa Ehrlinger:
Missing Data Patterns: From Theory to an Application in the Steel Industry. SSDBM 2021: 214-219
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