Machine Learning and Data Analytics Lab

Retrospective Analysis of Training and Its Response in Marathon Finishers Based on Fitness App Data (2021) Zrenner M, Heyde C, Duemler B, Dykman S, Roecker K, Eskofier B Journal article 3D Non-Rigid Alignment of Low-Dose Scans Allows to Correct for Saturation in Lower Extremity Cone-Beam CT (2021) Maier J, Maier A, Eskofier B, Fahrig R, Choi JH Journal article CLIP: Cheap Lipschitz Training of Neural Networks (2021) Bungert L, Raab R, Roith T, Schwinn L, Tenbrinck D Conference contribution, Conference Contribution From the Laboratory to the Field: IMU-Based Shot and Pass Detection in Football Training and Game Scenarios Using Deep Learning (2021) Stöve M, Schuldhaus D, Gamp A, Zwick C, Eskofier B Journal article Ataxia with oculomotor apraxia type 2 (AOA2): an eye movement study of two siblings (2021) Bargagli A, Rosini F, Zanca D, Serchi V, Rufa A Journal article, Letter The impact of avatar appearance, perspective and context on gait variability and user experience in virtual reality (2021) Wirth M, Gradl S, Prosinger G, Kluge F, Roth D, Eskofier B Conference contribution Combination of defined catwalk gait parameters for predictive locomotion recovery in experimental spinal cord injury rat models (2021) Timotius I, Bieler L, Couillard-Despres S, Sandner B, Garcia-Ovejero D, Labombarda F, Estrada V, et al. Journal article Real-time Work Environment Optimization using Multimodal Media and Body Sensor Network (2021) Zhao N, Seitinger S, Richer R, Paradiso JA 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