Machine Learning and Data Analytics Lab

Wearables-based multi-task gait and activity segmentation using recurrent neural networks (2021) Martindale C, Christlein V, Klumpp P, Eskofier B Journal article DeepSigns: A predictive model based on Deep Learning for the early detection of patient health deterioration (2021) da Silva DB, Schmidt D, da Costa CA, da Rosa Righi R, Eskofier B Journal article Online at Will: A Novel Protocol for Mutual Authentication in Peer-to-Peer Networks for Patient-Centered Health Care Information Systems (2021) Abdullahi Yari I, Dehling T, Kluge F, Eskofier B, Sunyaev A Conference contribution, Original article Does co-presence affect the way we perceive and respond to emotional interactions? (2021) Bachmann J, Zabicki A, Gradl S, Kurz J, Munzert J, Troje NF, Krueger B Journal article An Image-Based Method for Measuring Strabismus in Virtual Reality (2020) Mehringer W, Wirth M, Gradl S, Durner L, Ring M, Laudanski AF, Eskofier B, Michelson G Conference contribution, Conference Contribution EndoL2H: Deep Super-Resolution for Capsule Endoscopy (2020) Almalioglu Y, Bengisu Ozyoruk K, Gokce A, Incetan K, Irem Gokceler G, Ali Simsek M, Ararat K, et al. Journal article Inertial sensor-based gait parameters reflect patient-reported fatigue in multiple sclerosis (2020) Ibrahim A, Küderle A, Gaßner H, Klucken J, Eskofier B, Kluge F Journal article Towards Classifying Cognitive Performance by Sensing Electrodermal Activity in Children With Specific Learning Disorders (2020) Rico Olarte C, López DM, Becker L, Eskofier B Journal article, Original article Predicting defibrillation success in out-of-hospital cardiac arrested patients: Moving beyond feature design (2020) Ivanović MD, Hannink J, Ring M, Baronio F, Vukčević V, Hadžievski L, Eskofier B Journal article A Sense of Quality for Augmented Reality Assisted Process Guidance (2020) Redzepagic A, Löffler C, Feigl T, Mutschler C Conference contribution, Conference Contribution