KNOWLEDGE MANAGEMENT

AND DISCOVERY LAB

2024

Miro Schleicher, Petra Brüggemann, Benjamin Böcking, Uli Niemann, Birgit Mazurek, and Myra Spiliopoulou. Parsimonious predictors for medical decision support: Minimizing the set of questionnaires used for tinnitus outcome prediction. Expert Systems with Applications, (239):122336, Elsevier BV, April 2024. URL

Miro Schleicher, Rüdiger Pryss, Johannes Schobel, Winfried Schlee, and Myra Spiliopoulou. Predicting User Engagement in mHealth Apps with Neighborhood-based Approaches. 2024 IEEE 37th International Symposium on Computer-Based Medical Systems (CBMS), 391-397, IEEE, June 2024.

2023

Jorge Piano Simoes, Stefan Schoisswohl, Winfried Schlee, Laura Basso, Alberto Bernal-Robledano, Benjamin Boecking, Rilana Cima, Sam Denys, Milena Engelke, Alba Escalera-Balsera, Alvaro Gallego-Martinez, Silvano Gallus, Dimitris Kikidis, Jose A Lopez-Escamez, Steven C Marcrum, Nikolaos Markatos, Juan Martin-Lagos, Marta Martinez-Martinez, Birgit Mazurek, Evgenia Vassou, Carlotta Micaela Jarach, Nicolas Mueller-Locatelli, Patrick Neff, Uli Niemann, Hafez Kader Omar, Clara Puga, Miro Schleicher, Vishnu Unnikrishna, Patricia Perez-Carpena, Rüdiger Pryss, Paula Robles-Bolivar, Matthias Rose, Martin Schecklmann, Tabea Schiele, Johannes Schobel, Myra Spiliopoulou, Sabine Stark, Carsten Vogel, Nina Wunder, Zoi Zachou, and Berthold Langguth. The statistical analysis plan for the unification of treatments and interventions for tinnitus patients randomized clinical trial (UNITI-RCT). Trials, (24)1:472, Springer, 2023.

Miro Schleicher, Vishnu Unnikrishnan, Rüdiger Pryss, Johannes Schobel, Winfried Schlee, and Myra Spiliopoulou. Prediction meets time series with gaps: User clusters with specific usage behavior patterns. Artificial Intelligence in Medicine, 102575, Elsevier BV, May 2023. URL

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

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

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

2021

Clara Puga, Uli Niemann, Vishnu Unnikrishnan, Miro Schleicher, Winfried Schlee, and Myra Spiliopoulou. Discovery of Patient Phenotypes through Multi-layer Network Analysis on the Example of Tinnitus. 2021 IEEE 8th International Conference on Data Science and Advanced Analytics (DSAA), 1--10, IEEE, 2021. URL

Winfried Schlee, Stefan Schoisswohl, Susanne Staudinger, Axel Schiller, Astrid Lehner, Berthold Langguth, Martin Schecklmann, Jorge Simoes, Patrick Neff, Steven C Marcrum, Myra Spiliopoulou, Uli Niemann, Miro Schleicher, Vishnu Unnikrishnan, Clara Puga, Lena Mulansky, Ruediger Pryss, Carsten Vogel, Johannes Allgaier, Efi Giannopoulou, Katalin Birki, Klairi Liakou, Rilana Cima, Johan W S Vlaeyen, Nicolas Verhaert, Saskia Ranson, Birgit Mazurek, Petra Brueggemann, Benjamin Boecking, Nyamaa Amarjargal, Sandy Specht, Alexandra Stege, Michael Hummel, Matthias Rose, Kevin Oppel, Juliane Dettling-Papargyris, Jose Antonio Lopez-Escamez, Sana Amanat, Alvaro Gallego-Martinez, Alba Escalera-Balsera, Juan Manuel Espinosa-Sanchez, Juan Garcia-Valdecasas, Maria Mata-Ferron, Juan Martin-Lagos, Maria Martinez-Martinez, María Jesús Martinez-Martinez, Nicolas Müller-Locatelli, Patricia Perez-Carpena, Jorge Alcazar-Beltran, Leyre Hidalgo-Lopez, Eleftheria Vellidou, Michalis Sarafidis, Panagiotis Katrakazas, Vassileia Kostaridou, Dimitris Koutsouris, Rano Manta, Evangelos Paraskevopoulos, Maria Haritou, Ana Belén Elgoyhen, Hazel Goedhart, Michael Koller, Giriraj Singh Shekhawat, Holger Crump, Ronny Hannemann, Marc Holfelder, Timon Oberholzer, Apostolos Vontas, Ilias Trochidis, Vicky Moumtzi, Christopher R Cederroth, Konstantina Koloutsou, George Spanoudakis, Ioannis Basdekis, Silvano Gallus, Alessandra Lugo, Chiara Stival, Elisa Borroni, Nikolaos Markatos, Athanasios Bibas, and Dimitris Kikidis. Towards a unification of treatments and interventions for tinnitus patients: The EU research and innovation action UNITI. Progress in brain research, (260):441—451, 2021. URL

Vishnu Unnikrishnan, Yash Shah, Miro Schleicher, Carlos Fernández-Viadero, Mirela Strandzheva, Doroteya Velikova, Plamen Dimitrov, Ruediger Pryss, Johannes Schobel, Winfried Schlee, and Myra Spiliopoulou. Love thy Neighbours: A Framework for Error-Driven Discovery of Useful Neighbourhoods for One-Step Forecasts on EMA data. 2021 IEEE 34th International Symposium on Computer-Based Medical Systems (CBMS), 295-300, June 2021.

2020

Vishnu Unnikrishnan, Miro Schleicher, Yash Shah, Noor Jamaludeen, Ruediger Pryss, Johannes Schobel, Robin Kraft, Winfried Schlee, and Myra Spiliopoulou. The Effect of Non-Personalised Tips on the Continued Use of Self-Monitoring mHealth Applications. Brain Sciences, (10)122020. URL

Christian Beyer, Maik Büttner, Vishnu Unnikrishnan, Miro Schleicher, Eirini Ntoutsi, and Myra Spiliopoulou. Active feature acquisition on data streams under feature drift.. Ann. des Télécommunications, (75)9-10:597-611, 2020. URL

Miro Schleicher, Vishnu Unnikrishnan, Patrick Neff, Jorge Simoes, Thomas Probst, Rüdiger Pryss, Winfried Schlee, and Myra Spiliopoulou. Understanding adherence to the recording of ecological momentary assessments in the example of tinnitus monitoring. Scientific Reports, (10)1Springer Science and Business Media LLC, December 2020. URL

Vishnu Unnikrishnan, Yash Shah, Miro Schleicher, Mirela Strandzheva, Plamen Dimitrov, Doroteya Velikova, Rüdiger Pryss, Johannes Schobel, Winfried Schlee, and Myra Spiliopoulou. Predicting the Health Condition of mHealth App Users with Large Differences in the Number of Recorded Observations - Where to Learn from?. In Annalisa Appice, Grigorios Tsoumakas, Yannis Manolopoulos, and Stan Matwin (Eds.), DS, (12323):659-673, Springer, 2020. URL

Christian Beyer, Maik Büttner, Vishnu Unnikrishnan, Miro Schleicher, Eirini Ntoutsi, and Myra Spiliopoulou. Active feature acquisition on data streams under feature drift. Annals of Telecommunications, Jul 8, 2020. URL

2017

Miro Schleicher, Till Ittermann, Uli Niemann, Henry Völzke, and Myra Spiliopoulou. ICE: Interactive Classification Rule Exploration on Epidemiological Data. Proc. of the 30th IEEE Int. Symposium on Computer-Based Medical Systems (CBMS17), 606-611, Thessaloniki, Greece, 2017.