Daniel Krauß

Machine Learning and Data Analytics Lab

Incorporating respiratory signals for machine learning-based multimodal sleep stage classification: a large-scale benchmark study with actigraphy and heart rate variability (2025) Krauß D, Richer R, Küderle A, Jukic J, German A, Leutheuser H, Regensburger M, et al. Journal article Advanced Millimeter Wave Radar-Based Human Pose Estimation Enabled by a Deep Learning Neural Network Trained With Optical Motion Capture Ground Truth Data (2025) Engel L, Müller J, Rendon EJF, Dorschky E, Krauß D, Ullmann I, Eskofier B, Vossiek M Journal article Radar-Based Tremor Quantification Using Deep Learning for Improved Parkinson’s and Palliative Care Assessment (2024) Mejdani D, Bräunig J, Grießhammer S, Krauß D, Steigleder T, Engel L, Jukic J, et al. Journal article End-to-End Learning for Human Pose Estimation from Raw Millimeter Wave Radar Data (2024) Müller J, Krauß D, Engel L, Vossiek M, Eskofier B, Dorschky E Conference contribution, Conference Contribution EmRad: Ubiquitous Vital Sign Sensing using Compact Continuous-Wave Radars (2024) Albrecht N, Langer D, Krauß D, Richer R, Abel L, Eskofier B, Rohleder N, Kölpin A Journal article A Review and Tutorial on Machine Learning- Enabled Radar-Based Biomedical Monitoring (2024) Krauß D, Engel L, Ott T, Bräunig J, Richer R, Gambietz M, Albrecht N, et al. Journal article Author Correction: Virtual reality for assessing stereopsis performance and eye characteristics in Post-COVID (Scientific Reports, (2023), 13, 1, (13167), 10.1038/s41598-023-40263-w) (2023) Mehringer W, Stöve M, Krauß D, Ring M, Steussloff F, Güttes M, Zott J, et al. Journal article, Erratum Radar-based Recognition of Activities of Daily Living in the Palliative Care Context Using Deep Learning (2023) Bräunig J, Mejdani D, Krauß D, Grießhammer S, Richer R, Schüßler C, Yip J, et al. Conference contribution, Original article Contactless Heart Rate Estimation using a 61 GHz Continuous-Wave Radar (2023) Krauß D, Richer R, Albrecht NC, Küderle A, Abel L, Leutheuser H, Jukic J, et al. Conference contribution, Abstract of a poster Virtual reality for assessing stereopsis performance and eye characteristics in Post-COVID (2023) Mehringer W, Stöve M, Krauß D, Ring M, Steussloff F, Güttes M, Zott J, et al. Journal article