| The virtual sleep lab—a novel method for accurate four-class sleep staging using heart-rate variability from low-cost wearables P Topalidis, DPJ Heib, S Baron, ES Eigl, A Hinterberger, M Schabus Sensors 23 (5), 2390, 2023 | 7 | 2023 |
| From Pulses to Sleep Stages: Towards Optimized Sleep Classification Using Heart-Rate Variability PI Topalidis, S Baron, DPJ Heib, ES Eigl, A Hinterberger, M Schabus Sensors 23 (22), 9077, 2023 | 6 | 2023 |
| Generalisability of sleep stage classification based on interbeat intervals: validating three machine learning approaches on self-recorded test data S Kranzinger, S Baron, C Kranzinger, D Heib, C Borgelt Behaviormetrika 51 (1), 341-358, 2024 | 2 | 2024 |
| Improving Accessibility and Minimizing Errors: Reliable Sleep Stage Classification Using Wearable Sensors M Schabus, S Baron, P Topalidis, A Hinterberger, ES Eigl, DPJ Heib 38th Annual Meeting of the Associated Professional Sleep Societies (APSS …, 2024 | | 2024 |
| From pulses to sleep stages: using heart-rate variability from low-cost wearable devices for accurate four-class sleep stage classification P Topalidis, DPJ Heib, S Baron, ES Eigl, A Hinterberger, M Schabus World Sleep 2023, 2023 | | 2023 |
| Accurate 4-class sleep scoring based on interbeat intervals using low-cost wearables DPJ Heib, S Baron, M Schabus JOURNAL OF SLEEP RESEARCH 31, 2022 | | 2022 |
