Machine Learning and Data Analytics Lab

Breathe your stress away. Preliminary results of a randomized controlled study investigating a breath-based approach-avoidance modification training in individuals with elevated stress (2023) Keinert EM, Böhme S, Eskofier B, Schuller BW, Berking M Conference contribution, Conference Contribution Design and validation of a multi-task, multi-context protocol for real-world gait simulation (2022) Scott K, Bonci T, Salis F, Alcock L, Buckley E, Gazit E, Hansen C, et al. Journal article Advanced Analysis of Electroretinograms Based on Wavelet Scalogram Processing (2022) Zhdanov A, Dolganov A, Zanca D, Borisov V, Ronkin M Journal article Gait Variability to Phenotype Common Orthopedic Gait Impairments Using Wearable Sensors (2022) Kushioka J, Sun R, Zhang W, Muaremi A, Leutheuser H, Odonkor CA, Smuck M Journal article Vagus activation by Cold Face Test reduces acute psychosocial stress responses (2022) Richer R, Zenkner JJ, Küderle A, Rohleder N, Eskofier B Journal article, Original article Development of an Inertial Sensor-Based Exergame for Combined Cognitive and Physical Training (2022) Egle F, Kluge F, Schöne D, Becker L, Koelewijn A Conference contribution Influence of Sensor Position and Body Movements on Radar-Based Heart Rate Monitoring (2022) Herzer L, Mücke A, Richer R, Albrecht NC, Heyder M, Jäger K, König V, et al. Conference contribution, Conference Contribution Machine Learning-based Detection of In-Utero Fetal Presentation from Non-Invasive Fetal ECG (2022) Jäger K, Nissen M, Richer R, Rahm S, Titzmann A, Fasching P, Eskofier B, Leutheuser H Conference contribution, Conference Contribution The Stroop Competition: A Social-Evaluative Stroop Test for Acute Stress Induction (2022) Müller V, Richer R, Henrich L, Berger L, Gelardi A, Jäger K, Eskofier B, Rohleder N Conference contribution In Vivo Skin-Type Classification Using Millimeter-Wave Near-Field Probe Spectroscopy (2022) Hecht D, Pfahler T, Ullmann I, Altstidl TR, Amer N, Jin Y, Eskofier B, Vossiek M Conference contribution