2024

Clara Ramos Teixeira Puga, and Myra Spiliopoulou. Leveraging the potential of multi-layer networks for subgroup discovery. 2024.

Vishnu Unnikrishnan, Clara Puga, Miro Schleicher, Uli Niemann, Berthold Langguth, Stefan Schoisswohl, Birgit Mazurek, Rilana Cima, Jose Antonio Lopez-Escamez, Dimitris Kikidis, Eleftheria Vellidou, Rüdiger Pryss, Winfried Schlee, and Myra Spiliopoulou. Training and validating a treatment recommender with partial verification evidence. Artificial Intelligence in Medicine, 103062, 2024. URL

Uli Niemann, Benjamin Boecking, Petra Brueggemann, Myra Spiliopoulou, and Birgit Mazurek. Heterogeneity in response to treatment across tinnitus phenotypes. 2024.

Vishnu Mazhuvancherry Unnikrishnan, and Myra Spiliopoulou. Entity-centric machine learning: leveraging entity neighborhoods for personalized predictors. 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.

Stefan Schoisswohl, Laura Basso, Jorge Simoes, Milena Engelke, Berthold Langguth, Birgit Mazurek, Jose Antonio Lopez-Escamez, Dimitrios Kikidis, Rilana Cima, Alberto Bernal-Robledano, Benjamin Boecking, Jan Bulla, Christopher Cederroth, Sam Denys, Alba Escalera-Balsera, Alvaro Gallego-Martinez, Silvano Gallus, Leire Hidalgo-Lopez, Carlotta Jarach, Hafez Kader, Michael Koller, Alessandra Lugo, Steven Marcrum, Nikos Markatos, Juan Martin-Lagos, Marta Martinez-Martinez, Nicolas Muller-Locatelli, Patrick Neff, Uli Niemann, Patricia Perez-Carpena, Ruediger Pryss, Clara Puga, Paula Robles-Bolivar, Matthias Rose, Martin Schecklmann, Tabea Schiele, Miro Schleicher, Johannes Schobel, Myra Spiliopoulou, Sabine Stark, Susanne Staudinger, Alexandra Stege, Beat Toedtli, Ilias Trochidis, Vishnu Unnikrishnan, Evgenia Vassou, Nicolas Verhaert, Carsten Vogel, Zoi Zachou, and Winfried Schlee. Single versus Combination Treatment in Tinnitus: A Randomized, Multicenter Trial. medRxiv, 2024.