Machine Learning and Data Analytics Lab

Exploring misclassifications of robust neural networks to enhance adversarial attacks (2023) Schwinn L, Raab R, Nguyen A, Zanca D, Eskofier B Journal article Evaluation of the effectiveness of the decision support algorithm for physicians in retinal dystrophy using machine learning methods (2023) Zhdanov AE, Dolganov AY, Zanca D, Borisov VI, Luchian E, Dorosinsky LG Journal article ADABase: A Multimodal Dataset for Cognitive Load Estimation (2023) Oppelt MP, Foltyn A, Deuschel J, Lang NR, Holzer N, Eskofier B, Yang SH Journal article 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