Machine Learning and Data Analytics Lab

Motion Artifact Detection in Confocal Laser Endomicroscopy Images (2018) Stöve M, Aubreville M, Oetter N, Knipfer C, Neumann H, Stelzle F, Maier A Conference contribution, Original article Pre-operative sensor-based gait parameters predict functional outcome after total knee arthroplasty (2018) Kluge F, Hannink J, Pasluosta CF, Klucken J, Gaßner H, Gelse K, Eskofier B, Krinner S Journal article, Original article Beta, gamma band, and high-frequency coherence of EMGs of vasti muscles caused by clustering of motor units (2018) von Tscharner V, Ullrich M, Mohr M, Comaduran Marquez D, Nigg BM Journal article A metabolic energy expenditure model with a continuous first derivative and its application to predictive simulations of gait (2018) Koelewijn A, Dorschky E, van den Bogert AJ Journal article, Original article Gait adaptations to treadmill training in Parkinson’s patients: effects of perturbation, sustainability, and moderators (2018) Steib S, Klamroth S, Gaßner H, Pasluosta CF, Eskofier B, Winkler J, Klucken J, Pfeifer K Book chapter / Article in edited volumes Real-time Mental State Recognition using a Wearable EEG (2018) Richer R, Zhao N, Amores J, Eskofier B, Paradiso JA Conference contribution, Conference Contribution A Survey of Sensors in Healthcare Workflow Monitoring (2018) Stoffel Antunes R, Adams Seewald L, Facco Rodrigues V, Facco Rodrigues V, Andre da Costa C, da Silveira Junior LG, da Rosa Righi R, et al. Journal article, Original article A wavelet based time frequency analysis of electromyograms to group steps of runners into clusters that contain similar muscle activation patterns (2018) von Tscharner V, Ullrich M, Mohr M, Comaduran Marquez D, Nigg BM Journal article Unterschiede in der Sprunggelenksvariabilität beim Laufen zwischen Sportlern mit chronischer Instabilität und Copern (2018) Wanner P, Schmautz T, Kluge F, Eskofier B, Pfeifer K, Steib S Conference contribution, Abstract of lecture Segmentation of Gait Sequences in Sensor-Based Movement Analysis: A Comparison of Methods in Parkinson’s Disease (2018) Haji Ghassemi N, Hannink J, Martindale C, Gaßner H, Müller M, Klucken J, Eskofier B Journal article, Original article