Machine Learning and Data Analytics Lab

Digitizing Handwriting with a Sensor Pen: A Writer-Independent Recognizer (2020) Wehbi M, Hamann T, Barth J, Eskofier B Conference contribution 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 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