Machine Learning and Data Analytics Lab

Sensor-Based Detection of Fear and Stress in Lower Back Pain Simulation (2025) Heuler A, Oeler C, Richer R, Rohleder N, Barke A, Weise C Conference contribution, Abstract of a poster Adaptive Biofeedback for Digital Physiotherapy Using Sakoe-Chiba Constrained Pose Matching (2025) Müller J, Weiß A, Eskofier B Conference contribution Don’t get me wrong: How to apply deep visual interpretations to time series (2025) Löffler C, Lai WC, Zanca D, Schmidt L, Eskofier B, Mutschler C Journal article Multimodal stress assessment: Connecting task-related changes in self-reported stress, salivary biomarkers, heart rate, and facial expressions in the context of the stress response to the Trier Social Stress Test (2025) Ringgold V, Burkhardt F, Abel L, Kurz M, Müller V, Richer R, Eskofier B, et al. Journal article A robust machine learning approach to predicting remission and stratifying risk in rheumatoid arthritis patients treated with bDMARDs (2025) Salehihafshejani F, Salin E, Smarr B, Bayat S, Kleyer A, Schett G, Fritsch-Stork R, Eskofier B Journal article Machine Learning-Based Depression Detection Using Physiological Signals and Smartphone-Based Behavioral Interventions (2025) Sadeghi M, Rahimi F, Singh S, Richer R, Schindler-Gmelch L, Rupp L, Keinert M, et al. Conference contribution Machine Learning Predictions of Overall and Progression-Free Survival in Advanced Breast Cancer (2025) Merzhevich T, Tanzanakis A, Salin E, Quiering C, Kurz C, Gmeiner B, Eskofier B Conference contribution Acute stress response of inflammatory cytokines measured in dried blood spots (2025) Rohleder N, Kurz M, Abel L, Burghardt F, Ringgold V, Schindler-Gmelch L, Eskofier B, Richer R Conference contribution, Abstract of lecture A Concept of Emotion-Driven Human-Robot-Inter-Action for Nursing Care Scenarios (2025) Wittenberg T, Ernst A, Hauenstein T, Merz N, Sassen S, André E, Lu S, et al. Conference contribution The Effect of Hearing Aid Amplification on Gait Parameters: A Pilot Study Using Ear-Worn Motion Sensors (2025) Seifer AK, Küderle A, Strobel K, Hannemann R, Eskofier B Journal article