Markus H. Schmidt

According to our database, Markus H. Schmidt authored at least 10 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Comorbidity Classification from Clinical Free-Text using Large Language Models: Application to Sleep Disorder Patients.

Yihan Deng, Fabio Dennstädt, Irina Filchenko, Julia van der Meer, Xiaoli Yang, Markus H. Schmidt, Claudio L. A. Bassetti, Athina Tzovara, Kerstin Denecke

J. Medical Syst., December, 2026

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

npj Digit. Medicine, 2026

2025

NAP: Attention-Based Late Fusion for Automatic Sleep Staging.

Alvise Dei Rossi, Julia van der Meer, Markus H. Schmidt, Claudio L. A. Bassetti, Luigi Fiorillo, Francesca Faraci

CoRR, November, 2025

2024

Sleep position classification with a compact pressure textile sensor mattress using convolutional neural networks.

Alexander Breuss, Oriella Gnarra, Manuel Fujs, Markus H. Schmidt, Robert Riener

Biomed. Signal Process. Control., 2024

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

Proceedings of the 11th IEEE Swiss Conference on Data Science, 2024

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

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

Transferability of a Sensing Mattress for Posture Classification from Research into Clinics.

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

Proceedings of the International Conference on Rehabilitation Robotics, 2023

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

Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023

2022

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