Markus H. Schmidt

11 papers B 1Journal 8Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Comorbidity Classification from Clinical Free-Text using Large Language Models: Application to Sleep Disorder Patients.
J. Medical Syst.
Yihan Deng, Fabio Dennstädt, Irina Filchenko, Julia van der Meer, Xiaoli Yang, Markus H. Schmidt, Claudio L. A. Bassetti, Athina Tzovara, Kerstin Denecke
2026 J jnl
SLEEPYLAND: trust begins with fair evaluation of automatic sleep staging models.
npj Digit. Medicine
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
2025 J jnl
NAP: Attention-Based Late Fusion for Automatic Sleep Staging.
CoRR
Alvise Dei Rossi, Julia van der Meer, Markus H. Schmidt, Claudio L. A. Bassetti, Luigi Fiorillo, Francesca Faraci
2025 J jnl
SLEEPYLAND: trust begins with fair evaluation of automatic sleep staging models.
CoRR
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
2024 — conf
Framework for Algorithmic Bias Quantification and its Application to Automated Sleep Scoring.
SDS
Michal Bechny, Giuliana Monachino, Luigi Fiorillo, Julia van der Meer, Markus H. Schmidt, Claudio L. A. Bassetti, Athina Tzovara, Francesca D. Faraci
2024 J jnl
Sleep position classification with a compact pressure textile sensor mattress using convolutional neural networks.
Biomed. Signal Process. Control.
Alexander Breuss, Oriella Gnarra, Manuel Fujs, Markus H. Schmidt, Robert Riener
2023 B conf
Analysis of Semantic Drifting in Diagnostic Texts for Sleep Disorders.
CBMS
Yihan Deng, Julia van der Meer, Athina Tzovara, Markus H. Schmidt, Claudio L. A. Bassetti, Kerstin Denecke
2023 J jnl
Bridging AI and Clinical Practice: Integrating Automated Sleep Scoring Algorithm with Uncertainty-Guided Physician Review.
CoRR
Michal Bechny, Giuliana Monachino, Luigi Fiorillo, Julia van der Meer, Markus H. Schmidt, Claudio L. A. Bassetti, Athina Tzovara, Francesca D. Faraci
2023 — conf
Transferability of a Sensing Mattress for Posture Classification from Research into Clinics.
ICORR
Oriella Gnarra, Alexander Breuss, Lorenzo Rossi, Manuel Fujs, Samuel E. J. Knobel, Jan D. Warncke, Stephan M. Gerber, Claudio L. A. Bassetti, Robert Riener, Tobias Nef, Markus H. Schmidt
2023 J jnl
U-Sleep's resilience to AASM guidelines.
npj Digit. Medicine
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
2022 J jnl
U-Sleep: resilient to AASM guidelines.
CoRR
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