Lehrstuhl für Informatik 14 (Machine Learning and Data Analytics)

A New Labeling Approach for Proportional Electromyographic Control (2022) Hagengruber A, Leipscher U, Eskofier B, Vogel J Journal article Short inertial sensor-based gait tests reflect perceived state fatigue in multiple sclerosis (2022) Ibrahim A, Flachenecker F, Gaßner H, Rothammer V, Klucken J, Eskofier B, Kluge F Journal article Correction to: Wearable gait analysis systems: ready to be used by medical practitioners in geriatric wards? (European Geriatric Medicine, (2022), 10.1007/s41999-022-00629-1) (2022) Ollenschläger M, Müller-Schulz M, Püllen R, Möller C, Klucken J, Eskofier B, Kluge F Journal article, Erratum 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 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 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 Wearables-based multi-task gait and activity segmentation using recurrent neural networks (2021) Martindale C, Christlein V, Klumpp P, Eskofier B Journal article Security Engineering of Patient-Centered Health Care Information Systems in Peer-to-Peer Environments: Systematic Review (2021) Abdullahi I, Dehling T, Kluge F, Geck J, Sunyaev A, Eskofier B Journal article, Review article