Machine Learning and Data Analytics Lab

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 The Adoption Of Artificial Intelligence In SMEs - A Cross-National Comparison In German And Chinese Healthcare (2021) Dumbach P, Liu R, Jalowski M, Eskofier B Conference contribution, Conference Contribution Digital Maternity Records: Motivation, Acceptance, Requirements, Usability and Prototype Evaluation of an Interface for Physicians and Midwives (2021) Dörflinger L, Nissen M, Jäger K, Wirth M, Titzmann A, Pontones C, Fasching P, et al. Conference contribution, Original article Towards an IMU-based Pen Online Handwriting Recognizer (2021) Wehbi M, Hamann T, Barth J, Kaempf P, Zanca D, Eskofier B Conference contribution, Conference Contribution Editorial: Wearable and Implantable Technologies in the Rehabilitation of Patients With Sensory Impairments (2021) Pasluosta CF, Popovic MR, Eskofier B, Stieglitz T Journal article, Editorial Heart rate variability predicts decline in sensorimotor rhythm control (2021) Nann M, Haslacher D, Colucci A, Eskofier B, Von Tscharner V, Soekadar SR Journal article Assessing the Influence of the Inner Clock on the Cortisol Awakening Response and Pre-Awakening Movement (2021) Richer R, Küderle A, Dörr J, Rohleder N, Eskofier B Conference contribution, Original article A gamified smartphone-based intervention for depression: Randomized Controlled Pilot Trial. (2021) Lukas C, Eskofier B, Berking M Journal article, Original article