Machine Learning and Data Analytics Lab

HealthStack: Providing an IoT Middleware for Malleable QoS Service Stacking for Hospital 4.0 Operating Rooms (2022) Facco Rodrigues V, Righi RR, Andre da Costa C, Stoffel Antunes R, Bazo R, Reis ES, Seewald LA, et al. Journal article Human Activity Recognition based on the Fading characteristics of the On-body Channel (2022) Dib W, Ghanem K, Ababou A, Eskofier B Journal article Wearable gait analysis systems: ready to be used by medical practitioners in geriatric wards? (2022) Ollenschläger M, Müller-Schulz M, Püllen R, Möller C, Klucken J, Eskofier B, Kluge F Journal article Stereopsis Only: Validation of a Monocular Depth Cues Reduced Gamified Virtual Reality with Reaction Time Measurement (2022) Mehringer W, Wirth M, Roth D, Michelson G, Eskofier B Journal article Federated Learning for Healthcare: Systematic Review and Architecture Proposal (2022) Antunes RS, Da Costa CA, Küderle A, Abdullahi I, Eskofier B Journal article, Review article How many sensors are enough? Trajectory optimization using sparse inertial sensor sets (2022) Nitschke M, Mayer M, Dorschky E, Koelewijn A Conference contribution, Abstract of lecture What should a metabolic energy model look like? Sensitivity of metabolic energy model parameters during gait (2022) Gambietz M, Nitschke M, Miehling J, Koelewijn A Conference contribution, Abstract of a poster Integration of Artificial Intelligence in the Organizational Adoption – A Configurational Perspective (2021) Laut P, Dumbach P, Eskofier B Conference contribution, Conference Contribution Do We Walk Differently at Home? A Context-Aware Gait Analysis System in Continuous Real-World Environments (2021) Roth N, Wieland GP, Küderle A, Ullrich M, Gladow T, Marxreiter F, Klucken J, et al. Conference contribution, Conference Contribution Machine learning-based distinction of left and right foot contacts in lower back inertial sensor gait data (2021) Ullrich M, Küderle A, Reggi L, Cereatti A, Eskofier B, Kluge F Conference contribution, Conference Contribution