Prof. Dr. Björn Eskofier

Machine Learning and Data Analytics Lab Lehrstuhl für Informatik 14 (Machine Learning and Data Analytics)

Wearables-based multi-task gait and activity segmentation using recurrent neural networks (2021) Martindale C, Christlein V, Klumpp P, Eskofier B Journal article Experimental validation of real-time ski jumping tracking system based on wearable sensors (2021) Link J, Guillaume S, 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 Improving Dyspnoea Symptom Control of Patients in Palliative Care Using a Smart Patch-A Proof of Concept Study (2021) Kamal Mallick M, Biser S, Haridas A, Umesh V, Toensing O, Abdullahi I, Ollenschläger M, et al. Journal article, Original article Validation of a sensor-based gait analysis system with a gold-standard motion capture system in patients with parkinson’s disease (2021) Jakob V, Küderle A, Klucken J, Eskofier B, Winkler J, Winterholler M, Gaßner H, Kluge F Journal article A smart capacitive sensor skin with embedded data quality indication for enhanced safety in human–robot interaction (2021) Scholl C, Tobola A, Ludwig K, Zanca D, Eskofier B Journal article BioPsyKit: A Python package for the analysis of biopsychological data (2021) Richer R, Küderle A, Ullrich M, Rohleder N, Eskofier B Journal article, Original article Detection of unsupervised standardized gait tests from real-world inertial sensor data in Parkinson’s disease (2021) Ullrich M, Mücke A, Küderle A, Roth N, Gladow T, Gaßner H, Marxreiter F, et al. Journal article, Original article Monocular multi-person pose estimation: A survey (2021) Dos Reis ES, Seewald LA, Antunes RS, Rodrigues VF, Righi RDR, Da Costa CA, Da Silveira Jr LG, et al. Journal article An inertial sensor-based gait analysis pipeline for the assessment of real-world stair ambulation parameters (2021) Roth N, Küderle A, Prossel D, Gaßner H, Eskofier B, Kluge F Journal article, Original article