Lehrstuhl für Informatik 14 (Machine Learning and Data Analytics)

Application of artificial intelligence methods in vital signs analysis of hospitalized patients: A systematic literature review (2020) Kaieski N, da Costa CA, da Rosa Righi R, Lora PS, Eskofier B Journal article, Review article Efficient trajectory optimization for curved running using a 3D musculoskeletal model with implicit dynamics (2020) Nitschke M, Dorschky E, Heinrich D, Schlarb H, Eskofier B, Koelewijn A, van den Bogert AJ Journal article, Original article Does the Position of Foot-Mounted IMU Sensors Influence the Accuracy of Spatio-Temporal Parameters in Endurance Running? (2020) Zrenner M, Küderle A, Roth N, Jensen U, Dümler B, Eskofier B Journal article, Original article Automatic Detection of Free Intra-Abdominal Air in Computed Tomography (2020) Taubmann O, Li J, Denzinger F, Eibenberger E, Müller F, Brejnebøl M, Maier A Conference contribution, Conference Contribution Inertial Measurements for Motion Compensation in Weight-Bearing Cone-Beam CT of the Knee (2020) Maier J, Nitschke M, Choi JH, Gold G, Fahrig R, Eskofier B, Maier A Book chapter / Article in edited volumes Time matters: Time-aware LSTMs for predictive business process monitoring (2020) Nguyen A, Chatterjee S, Weinzierl S, Schwinn L, Matzner M, Eskofier B Conference contribution, Conference Contribution The OnHW Dataset: Online Handwriting Recognition from IMU-Enhanced Ballpoint Pens with Machine Learning (2020) Ott F, Wehbi M, Hamann T, Barth J, Eskofier B, Mutschler C Journal article ALK Inhibitors Do Not Increase Sensitivity to Radiation in EML4-ALK Non-small Cell Lung Cancer (2020) Fleschutz K, Walter L, Leistner R, Heinzerling L Journal article Simultaneous indoor pedestrian localization and house mapping based on inertial measurement unit and bluetooth low-energy beacon data (2020) Ceron JD, Kluge F, Küderle A, Eskofier B, López DM Journal article Entwicklung einer Applikation zum Home-Monitoring des Gesundheitszustandes von Palliativpatienten - eine Proof-of-Concept-Studie (2020) Sternemann U, Suchantke I, Schmidt KG, Höfner P, Wagner D, Ollenschläger M, Heckel M, et al. Conference contribution, Abstract of a poster