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)

Dead or Alive? Radar-Based Monitoring and Machine Learning to Identify Patient's Vital Status (2025) Yip J, Grießhammer S, Leutheuser H, Richer R, Lu H, Kölpin A, Eskofier B, et al. Unpublished / Preprint Incorporating respiratory signals for machine learning-based multimodal sleep stage classification: a large-scale benchmark study with actigraphy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 Perception and Evaluation of a Knowledge Transfer Concept in a Digital Health Application for Patients With Heart Failure: Mixed Methods Study (2025) Flaucher M, Berzins S, Jäger K, Nissen M, Rolny J, Trißler P, Eckl S, 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 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 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 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