KNOWLEDGE MANAGEMENT

AND DISCOVERY LAB

2022

Miro Schleicher, Ruediger Pryss, Johannes Schobel, Winfried Schlee, and Myra Spiliopoulou. Expect the gap: A recommender approach to estimate the absenteeism of self-monitoring mHealth app users. 2022 IEEE 9th International Conference on Data Science and Advanced Analytics (DSAA), 1-10, October 2022. URL

Uli Niemann, Atrayee Neog, Benjamin Behrendt, Kai Lawonn, Matthias Gutberlet, Myra Spiliopoulou, Bernhard Preim, and Monique Meuschke. Classification of cardiac cohorts based on morphological and hemodynamic features derived from 4D PC-MRI data. Proc. of Computer-Based Medical Systems (CBMS), 416-421, 2022. URL

Miro Schleicher, Rüdiger Pryss, Winfried Schlee, and Myra Spiliopoulou. When Can I Expect the mHealth User to Return? Prediction Meets Time Series with Gaps. In Martin Michalowski, Syed Sibte Raza Abidi, and Samina Abidi (Eds.), Artificial Intelligence in Medicine, 310--320, Springer International Publishing, 2022.

Miro Schleicher, Sebastian Hamacher, Mats Naujoks, Kolja Günther, Timo Schmidt, Ruediger Pryss, Johannes Schobel, Winfried Schlee, and Myra Spiliopoulou. Prediction of declining engagement to self-monitoring apps on the example of tinnitus mHealth data. 2022 IEEE 35th International Symposium on Computer-Based Medical Systems (CBMS), 228-233, July 2022. URL

Noor Jamaludeen, Juliane Lehmann, Christian Beyer, Katrin Vogel, Mandy Pierau, Monika Brunner-Weinzierl, and Myra Spiliopoulou. Assessment of Immune Status Using Inexpensive Cytokines: A Literature Review and Learning Approaches. In Dr. Fernando Benito-Lopez (Eds.), Sensors, (22)24:9785, MDPI AG, December 2022. URL

Maya Santhira Sekeran, Milan Živadinović, and Myra Spiliopoulou. Transferability of a Battery Cell End-of-Life Prediction Model Using Survival Analysis. Energies, (15)82022. URL

Anne Rother, and Myra Spiliopoulou. Virtual Reality for Medical Annotation Tasks--A Systematic Review. Frontiers in Virtual Reality, (3)Frontiers, 2022. URL

Frank Dreyer, Jannik Greif, Kolja Günther, Myra Spiliopoulou, and Uli Niemann. Data-Driven Prediction of Athletes' Performance based on their Social Media Presence. In Pascal Poncelet, and Dino Ienco (Eds.), Discovery Science, 197-211, Springer Nature Switzerland, 2022. URL

Petra Brueggemann, Wilhelm Mebus, Benjamin Boecking, Nyamaa Amarjargal, Uli Niemann, Myra Spiliopoulou, Christian Dobel, Matthias Rose, and Birgit Mazurek. Dimensions of Tinnitus-Related Distress. Brain Sciences, (12)22022. URL

Clara Puga, Miro Schleicher, Uli Niemann, Vishnu Unnikrishnan, Benjamin Boecking, Petra Brueggemann, Jorge Simoes, Berthold Langguth, Winfried Schlee, Birgit Mazurek, and Myra Spiliopoulou. Juxtaposing Medical Centers Using Different Questionnaires Through Score Predictors. In Andreas K. Maier (Eds.), Frontiers in Neuroscience, (16)Frontiers Media SA, March 2022. URL

Maik Büttner, Christian Beyer, and Myra Spiliopoulou. Reducing Missingness in a Stream through Cost-Aware Active Feature Acquisition. 2022 IEEE 9th International Conference on Data Science and Advanced Analytics (DSAA), November 2022.

Noor Jamaludeen, Vishnu Unnikrishnan, André Brechmann, and Myra Spiliopoulou. Discovering Instantaneous Granger Causalities in Non-stationary Categorical Time Series Data. International Conference on Artificial Intelligence in Medicine, 200--209, 2022.