Dr. Heike Leutheuser

Machine Learning and Data Analytics Lab Zentralinstitut für Medizintechnik (ZiMT) Lehrstuhl für Informatik 14 (Machine Learning and Data Analytics) Lehrstuhl für Informatik 14 (Bild- und Sprachverarbeitung) (LME)

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 Smartphone pregnancy apps: systematic analysis of features, scientific guidance, commercialization, and user perception (2024) Nissen M, Huang SY, Jäger K, Flaucher M, Titzmann A, Bleher H, Pontones C, et al. Journal article Systematic Comparison of ECG Delineation Algorithm Performance on Smartwatch Data (2024) Jäger K, Nissen M, Flaucher M, Graf L, Joanidopoulos J, Anneken L, Hübner H, et al. Journal article Motivational Factors for Experienced Users of Mobile Health Applications in Heart Failure Management (2024) Flaucher M, Prümer F, Jäger K, Rolny J, Trissler P, Eckl S, Eskofier B, Leutheuser H Conference contribution Power-MF: Robust fetal QRS detection from non-invasive fetal electrocardiogram recordings (2024) Jäger K, Nissen M, Rahm S, Titzmann A, Fasching P, Beilner J, Eskofier B, Leutheuser H Journal article Can HCI Lead the Way? Workshop on Exploring Conscious AI (2024) Moradi H, Flaucher M, Ott T, Ringgold V, Eskofier B, Leutheuser H Other publication type Predicting risk for nocturnal hypoglycemia after physical activity in children with type 1 diabetes (2024) Leutheuser H, Bartholet M, Marx A, Pfister M, Burckhardt MA, Bachmann S, Vogt JE Journal article Usability and Perception of a Wearable-Integrated Digital Maternity Record App in Germany: User Study (2023) Nissen M, Perez CA, Jäger K, Bleher H, Flaucher M, Hübner H, Danzberger N, et al. Journal article Prevalence and course of pregnancy symptoms using self-reported pregnancy app symptom tracker data (2023) Nissen M, Barrios Campo N, Flaucher M, Jäger K, Titzmann A, Blunck D, Fasching P, et al. Journal article, 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