Machine Learning and Data Analytics Lab

Individuelle Therapieeffekte: Analyse interindividueller Unterschiede in der Anpassung der Gleichgewichtsfähigkeit nach Laufbandtherapie bei Parkinsonpatienten (2018) Klamroth S, Gaßner H, Winkler J, Eskofier B, Klucken J, Pfeifer K, Steib S Conference contribution, Abstract of a poster Visualization of heart activity in virtual reality: A biofeedback application using wearable sensors (2018) Gradl S, Wirth M, Zillig T, Eskofier B Conference contribution, Conference Contribution Smart Annotation Tool for Multi-sensor gait based daily activity data (2018) Martindale C, Roth N, Hannink J, Sprager S, Eskofier B Conference contribution, Original article Mobile Gait Analysis Using Personalised Hidden Markov Models for Hereditary Spastic Paraplegia Patients (2018) Martindale C, Roth N, Gaßner H, Jensen D, Kohl Z, Eskofier B Conference contribution, Conference Contribution 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