Mobile Health

Max Moebus, Lars Hauptmann, Nicolas Kopp, Berken Demirel, Björn Braun, Christian Holz (2024). Nightbeat: Heart Rate Estimation From a Wrist-Worn Accelerometer During Sleep. In IEEE BHI 2024 (TO APPEAR).

Max Moebus, Marc Hilty, Pietro Oldrati, Liliana Barrios, PHRT Author Consortium, Christian Holz (2024). Assessing the Role of the Autonomic Nervous System as a Driver of Sleep Quality in Patients With Multiple Sclerosis: Observation Study. In JMIR NT.

Max Moebus, Julien Wolfensberger, Christian Holz, Equal Contribution (2024). Predicting Sleep Quality via Unsupervised Learning of Cardiac Activity. In IEEE EMBC 2024.

Max Moebus, Christian Holz (2024). Personalized interpretable prediction of perceived sleep quality: Models with meaningful cardiovascular and behavioral features. In PLOS ONE.

Shkurta Gashi, Pietro Oldrati, Max Moebus, Marc Hilty, Liliana Barrios, Firat Ozdemir, PHRT Author Consortium, Veronika Kaas, Andreas Lutterotti, Gunnar Rätsch, Christian Holz (2024). Modeling multiple sclerosis using mobile and wearable sensor data. In npj digital medicine.

Max Moebus, Shkurta Gashi, Marc Hilty, Pietro Oldrati, PHRT Author Consortium, Christian Holz (2024). Meaningful digital biomarkers derived from wearable sensors to predict daily fatigue in multiple sclerosis patients and healthy controls. In Cell Press iScience.